-------------------------------------------------------------------------------
      name:  <unnamed>
       log:  /hpc/group/econ/tmr17/Dropout-R1/src/data-cleaning/nlsy97/y97_crea
> te_master.log
  log type:  text
 opened on:  29 Dec 2022, 10:18:20

. 
. **************************************************
. * Create all permanent variables and save all data
. **************************************************
. 
. global rawloc ../../../data/nlsy97/raw/

. global cpsloc ../../../data/cps/cleaned/

. use ${rawloc}y97_raw.dta

. 
. xtset ID year
       panel variable:  ID (strongly balanced)
        time variable:  year, 1980 to 2016
                delta:  1 unit

. * Bring in CPI and min_wage
. do cpi_min_wage.do

. ***********************************************
. * Create fed min wage and cpi
. * http://www.dol.gov/whd/minwage/chart.htm
. * http://lmi2.detma.org/lmi/pdf/MinimumWage.pdf
. * and
. * http://www.bls.gov/cpi/
. ***********************************************
. 
. generat fedMinWage=0.25 if year==1938
(332,408 missing values generated)

. replace fedMinWage=0.30 if year==1939
(0 real changes made)

. replace fedMinWage=0.30 if year==1940
(0 real changes made)

. replace fedMinWage=0.30 if year==1941
(0 real changes made)

. replace fedMinWage=0.30 if year==1942
(0 real changes made)

. replace fedMinWage=0.30 if year==1943
(0 real changes made)

. replace fedMinWage=0.30 if year==1944
(0 real changes made)

. replace fedMinWage=0.40 if year==1945
(0 real changes made)

. replace fedMinWage=0.40 if year==1946
(0 real changes made)

. replace fedMinWage=0.40 if year==1947
(0 real changes made)

. replace fedMinWage=0.40 if year==1948
(0 real changes made)

. replace fedMinWage=0.40 if year==1949
(0 real changes made)

. replace fedMinWage=0.75 if year==1950
(0 real changes made)

. replace fedMinWage=0.75 if year==1951
(0 real changes made)

. replace fedMinWage=0.75 if year==1952
(0 real changes made)

. replace fedMinWage=0.75 if year==1953
(0 real changes made)

. replace fedMinWage=0.75 if year==1954
(0 real changes made)

. replace fedMinWage=0.75 if year==1955
(0 real changes made)

. replace fedMinWage=1.00 if year==1956
(0 real changes made)

. replace fedMinWage=1.00 if year==1957
(0 real changes made)

. replace fedMinWage=1.00 if year==1958
(0 real changes made)

. replace fedMinWage=1.00 if year==1959
(0 real changes made)

. replace fedMinWage=1.00 if year==1960
(0 real changes made)

. replace fedMinWage=1.15 if year==1961
(0 real changes made)

. replace fedMinWage=1.15 if year==1962
(0 real changes made)

. replace fedMinWage=1.25 if year==1963
(0 real changes made)

. replace fedMinWage=1.25 if year==1964
(0 real changes made)

. replace fedMinWage=1.25 if year==1965
(0 real changes made)

. replace fedMinWage=1.25 if year==1966
(0 real changes made)

. replace fedMinWage=1.40 if year==1967
(0 real changes made)

. replace fedMinWage=1.60 if year==1968
(0 real changes made)

. replace fedMinWage=1.60 if year==1969
(0 real changes made)

. replace fedMinWage=1.60 if year==1970
(0 real changes made)

. replace fedMinWage=1.60 if year==1971
(0 real changes made)

. replace fedMinWage=1.60 if year==1972
(0 real changes made)

. replace fedMinWage=1.60 if year==1973
(0 real changes made)

. replace fedMinWage=2.00 if year==1974
(0 real changes made)

. replace fedMinWage=2.10 if year==1975
(0 real changes made)

. replace fedMinWage=2.30 if year==1976
(0 real changes made)

. replace fedMinWage=2.30 if year==1977
(0 real changes made)

. replace fedMinWage=2.65 if year==1978
(0 real changes made)

. replace fedMinWage=2.90 if year==1979
(0 real changes made)

. replace fedMinWage=3.10 if year==1980
(8,984 real changes made)

. replace fedMinWage=3.35 if year==1981
(8,984 real changes made)

. replace fedMinWage=3.35 if year==1982
(8,984 real changes made)

. replace fedMinWage=3.35 if year==1983
(8,984 real changes made)

. replace fedMinWage=3.35 if year==1984
(8,984 real changes made)

. replace fedMinWage=3.35 if year==1985
(8,984 real changes made)

. replace fedMinWage=3.35 if year==1986
(8,984 real changes made)

. replace fedMinWage=3.35 if year==1987
(8,984 real changes made)

. replace fedMinWage=3.35 if year==1988
(8,984 real changes made)

. replace fedMinWage=3.35 if year==1989
(8,984 real changes made)

. replace fedMinWage=3.80 if year==1990
(8,984 real changes made)

. replace fedMinWage=4.25 if year==1991
(8,984 real changes made)

. replace fedMinWage=4.25 if year==1992
(8,984 real changes made)

. replace fedMinWage=4.25 if year==1993
(8,984 real changes made)

. replace fedMinWage=4.25 if year==1994
(8,984 real changes made)

. replace fedMinWage=4.25 if year==1995
(8,984 real changes made)

. replace fedMinWage=4.75 if year==1996
(8,984 real changes made)

. replace fedMinWage=5.15 if year==1997
(8,984 real changes made)

. replace fedMinWage=5.15 if year==1998
(8,984 real changes made)

. replace fedMinWage=5.15 if year==1999
(8,984 real changes made)

. replace fedMinWage=5.15 if year==2000
(8,984 real changes made)

. replace fedMinWage=5.15 if year==2001
(8,984 real changes made)

. replace fedMinWage=5.15 if year==2002
(8,984 real changes made)

. replace fedMinWage=5.15 if year==2003
(8,984 real changes made)

. replace fedMinWage=5.15 if year==2004
(8,984 real changes made)

. replace fedMinWage=5.15 if year==2005
(8,984 real changes made)

. replace fedMinWage=5.15 if year==2006
(8,984 real changes made)

. replace fedMinWage=5.85 if year==2007
(8,984 real changes made)

. replace fedMinWage=6.55 if year==2008
(8,984 real changes made)

. replace fedMinWage=7.25 if year==2009
(8,984 real changes made)

. replace fedMinWage=7.25 if year==2010
(8,984 real changes made)

. replace fedMinWage=7.25 if year==2011
(8,984 real changes made)

. replace fedMinWage=7.25 if year==2012
(8,984 real changes made)

. replace fedMinWage=7.25 if year==2013
(8,984 real changes made)

. replace fedMinWage=7.25 if year==2014
(8,984 real changes made)

. replace fedMinWage=7.25 if year==2015
(8,984 real changes made)

. replace fedMinWage=7.25 if year==2016
(8,984 real changes made)

. replace fedMinWage=7.25 if year==2017
(0 real changes made)

. 
. generat cpi =   8.986615 if year==1938
(332,408 missing values generated)

. replace cpi =   8.859145 if year==1939
(0 real changes made)

. replace cpi =   8.922880 if year==1940
(0 real changes made)

. replace cpi =   9.369024 if year==1941
(0 real changes made)

. replace cpi =  10.388782 if year==1942
(0 real changes made)

. replace cpi =  11.026131 if year==1943
(0 real changes made)

. replace cpi =  11.217335 if year==1944
(0 real changes made)

. replace cpi =  11.472275 if year==1945
(0 real changes made)

. replace cpi =  12.428298 if year==1946
(0 real changes made)

. replace cpi =  14.212874 if year==1947
(0 real changes made)

. replace cpi =  15.360101 if year==1948
(0 real changes made)

. replace cpi =  15.168897 if year==1949
(0 real changes made)

. replace cpi =  15.360101 if year==1950
(0 real changes made)

. replace cpi =  16.571064 if year==1951
(0 real changes made)

. replace cpi =  16.889738 if year==1952
(0 real changes made)

. replace cpi =  17.017208 if year==1953
(0 real changes made)

. replace cpi =  17.144678 if year==1954
(0 real changes made)

. replace cpi =  17.080943 if year==1955
(0 real changes made)

. replace cpi =  17.335882 if year==1956
(0 real changes made)

. replace cpi =  17.909496 if year==1957
(0 real changes made)

. replace cpi =  18.419375 if year==1958
(0 real changes made)

. replace cpi =  18.546845 if year==1959
(0 real changes made)

. replace cpi =  18.865519 if year==1960
(0 real changes made)

. replace cpi =  19.056724 if year==1961
(0 real changes made)

. replace cpi =  19.247928 if year==1962
(0 real changes made)

. replace cpi =  19.502868 if year==1963
(0 real changes made)

. replace cpi =  19.757807 if year==1964
(0 real changes made)

. replace cpi =  20.076481 if year==1965
(0 real changes made)

. replace cpi =  20.650095 if year==1966
(0 real changes made)

. replace cpi =  21.287444 if year==1967
(0 real changes made)

. replace cpi =  22.179732 if year==1968
(0 real changes made)

. replace cpi =  23.390694 if year==1969
(0 real changes made)

. replace cpi =  24.729126 if year==1970
(0 real changes made)

. replace cpi =  25.812619 if year==1971
(0 real changes made)

. replace cpi =  26.641172 if year==1972
(0 real changes made)

. replace cpi =  28.298279 if year==1973
(0 real changes made)

. replace cpi =  31.421287 if year==1974
(0 real changes made)

. replace cpi =  34.289356 if year==1975
(0 real changes made)

. replace cpi =  36.265137 if year==1976
(0 real changes made)

. replace cpi =  38.623326 if year==1977
(0 real changes made)

. replace cpi =  41.555130 if year==1978
(0 real changes made)

. replace cpi =  46.271510 if year==1979
(0 real changes made)

. replace cpi =  52.517527 if year==1980
(8,984 real changes made)

. replace cpi =  57.934990 if year==1981
(8,984 real changes made)

. replace cpi =  61.504142 if year==1982
(8,984 real changes made)

. replace cpi =  63.479923 if year==1983
(8,984 real changes made)

. replace cpi =  66.220522 if year==1984
(8,984 real changes made)

. replace cpi =  68.578712 if year==1985
(8,984 real changes made)

. replace cpi =  69.853409 if year==1986
(8,984 real changes made)

. replace cpi =  72.402804 if year==1987
(8,984 real changes made)

. replace cpi =  75.398342 if year==1988
(8,984 real changes made)

. replace cpi =  79.031230 if year==1989
(8,984 real changes made)

. replace cpi =  83.301465 if year==1990
(8,984 real changes made)

. replace cpi =  86.806883 if year==1991
(8,984 real changes made)

. replace cpi =  89.420012 if year==1992
(8,984 real changes made)

. replace cpi =  92.096876 if year==1993
(8,984 real changes made)

. replace cpi =  94.455066 if year==1994
(8,984 real changes made)

. replace cpi =  97.131931 if year==1995
(8,984 real changes made)

. replace cpi = 100.000000 if year==1996
(8,984 real changes made)

. replace cpi = 102.294455 if year==1997
(8,984 real changes made)

. replace cpi = 103.887826 if year==1998
(8,984 real changes made)

. replace cpi = 106.182281 if year==1999
(8,984 real changes made)

. replace cpi = 109.751434 if year==2000
(8,984 real changes made)

. replace cpi = 112.874442 if year==2001
(8,984 real changes made)

. replace cpi = 114.659018 if year==2002
(8,984 real changes made)

. replace cpi = 117.272147 if year==2003
(8,984 real changes made)

. replace cpi = 120.395156 if year==2004
(8,984 real changes made)

. replace cpi = 124.474187 if year==2005
(8,984 real changes made)

. replace cpi = 128.489483 if year==2006
(8,984 real changes made)

. replace cpi = 132.149139 if year==2007
(8,984 real changes made)

. replace cpi = 137.223072 if year==2008
(8,984 real changes made)

. replace cpi = 136.734863 if year==2009
(8,984 real changes made)

. replace cpi = 138.977692 if year==2010
(8,984 real changes made)

. replace cpi = 143.364563 if year==2011
(8,984 real changes made)

. replace cpi = 146.331421 if year==2012
(8,984 real changes made)

. replace cpi = 148.474825 if year==2013
(8,984 real changes made)

. replace cpi = 151.50     if year==2014
(8,984 real changes made)

. replace cpi = 151.36     if year==2015
(8,984 real changes made)

. replace cpi = 153.44     if year==2016
(8,984 real changes made)

. replace cpi = 157.28     if year==2017
(0 real changes made)

. 
. replace fedMinWage = fedMinWage*100
(332,408 real changes made)

. replace cpi=cpi/100
(332,408 real changes made)

. 
. lab var fedMinWage "Federal Minimum Wage (undeflated)"

. lab var cpi "CPI-Urban/100 (1996)"

. 
end of do-file

. 
. * Create age, foreignBorn, race, sex, family background measures, missed inte
> rview history, etc.
. do y97_create_demographics.do

. * Create age, foreignBorn, race, sex, female, afqt, high school grades, famil
> y income, parental co-residence status, missed interview, etc.
. 
. *---------------------------
. * Create sex dummies
. *---------------------------
. capture noisily drop male female
variable male not found

. gen male   = (sex==1)

. gen female = (sex==2)

. 
. 
. *---------------------------
. * Generate race dummies
. *---------------------------
. renam race_ethnicity race

. gener white    = (race==4)

. gener black    = (race==1)

. gener hispanic = (race==2)

. gener mixed    = (race==3)

. label val race vl_race

. 
. 
. *---------------------------
. * Recode parental education variables
. *---------------------------
. recode  Bio_father_highest_educ (95 = .)
(Bio_father_highest_educ: 296 changes made)

. recode  Bio_mother_highest_educ (95 = .)
(Bio_mother_highest_educ: 222 changes made)

. rename  Bio_mother_highest_educ Meduc

. generat m_Meduc = mi(Meduc)

. replace Meduc = 0 if mi(Meduc)
(25,678 real changes made)

. rename  Bio_father_highest_educ Feduc

. generat m_Feduc = mi(Feduc)

. replace Feduc = 0 if mi(Feduc)
(68,968 real changes made)

. * create dummy for if at least 1 parent attended college
. generat Peduc = max(Meduc,Feduc)

. generat m_Peduc = (Peduc==0)

. generat Parent_college = inrange(Peduc,16,.)

. 
. 
. *---------------------------
. * Recode lagged income variable
. *---------------------------
. recode IncomePvs (.v = 0)
(IncomePvs: 35696 changes made)

. 
. 
. *---------------------------
. * Fix Born_abroad variable, etc.
. *---------------------------
. bys ID: egen born_here = mean(Born_in_US)
(9250 missing values generated)

. replace born_here=1 if born_here>0 & born_here<1
(444 real changes made)

. generat foreignBorn = 1-born_here
(9,250 missing values generated)

. drop    born_here

. 
. 
. *---------------------------
. * Fix AFQT (from Altonji et al.)
. *---------------------------
. foreach var in afqt asvabMath asvabMathNotNO asvabVerb asvabAR asvabCS asvabM
> K asvabNO asvabPC asvabWK {
  2.     local varnew = upper("`var'")
  3.     generat m_`var'   = mi(`var'_std)
  4.     replace `var'_std = 0 if mi(`var'_std)
  5.     zscore  `var'_std if year==1997 & ~m_`var'
  6.     rename  `var'_std `var'_Altonji
  7.     bys ID (year): egen `varnew' = mean(z_`var'_std)
  8.     drop z_`var'_std
  9. }
(73,334 real changes made)
z_afqt_std created with 325406 missing values
(73334 missing values generated)
(73,334 real changes made)
z_asvabMath_std created with 325406 missing values
(73334 missing values generated)
(69,967 real changes made)
z_asvabMathNotNO_std created with 325315 missing values
(69967 missing values generated)
(69,597 real changes made)
z_asvabVerb_std created with 325305 missing values
(69597 missing values generated)
(69,227 real changes made)
z_asvabAR_std created with 325295 missing values
(69227 missing values generated)
(73,260 real changes made)
z_asvabCS_std created with 325404 missing values
(73260 missing values generated)
(69,967 real changes made)
z_asvabMK_std created with 325315 missing values
(69967 missing values generated)
(73,334 real changes made)
z_asvabNO_std created with 325406 missing values
(73334 missing values generated)
(69,597 real changes made)
z_asvabPC_std created with 325305 missing values
(69597 missing values generated)
(69,338 real changes made)
z_asvabWK_std created with 325298 missing values
(69338 missing values generated)

. 
. ren ASVABMATH      ASVABmath

. ren ASVABMATHNOTNO ASVABmathNotNO

. ren ASVABVERB      ASVABverb

. ren ASVABAR        asvabAR

. ren ASVABCS        asvabCS

. ren ASVABMK        asvabMK

. ren ASVABNO        asvabNO

. ren ASVABPC        asvabPC

. ren ASVABWK        asvabWK

. 
. 
. *---------------------------
. * Create SAT, ACT scores
. *---------------------------
. drop surveyACT

. foreach var in english math science reading {
  2.     bys ID (year): egen surveyACT`var'Max = max(surveyACT`var')
  3.     drop surveyACT`var'
  4. }
(327968 missing values generated)
(327857 missing values generated)
(328042 missing values generated)
(327931 missing values generated)

. gen surveyACTmath = round((surveyACTmath+surveyACTscience)/2)
(328,153 missing values generated)

. gen surveyACTverb = round((surveyACTreading+surveyACTenglish)/2)
(328,153 missing values generated)

. recode surveySATmath surveySATverb (1 = 250) (2 = 350) (3 = 450) (4 = 550) (5
>  = 650) (6 = 750) 
(surveySATmath: 91242 changes made)
(surveySATverb: 89836 changes made)

. recode surveyACTmath surveyACTverb (1 = 3)  (2 = 9.5) (3 = 15.5) (4 = 21.5) (
> 5 = 27.5) (6 = 33.5)
(surveyACTmath: 4255 changes made)
(surveyACTverb: 4255 changes made)

. 
. * Use information from transcripts
. generat SATmath = transcriptSATmath
(281,607 missing values generated)

. generat SATverb = transcriptSATmath
(281,607 missing values generated)

. generat ACTmath = transcriptACTmath
(286,454 missing values generated)

. generat ACTverb = (transcriptACTread+transcriptACTengl)/2
(286,565 missing values generated)

. 
. * Use information from survey if missing transcript information
. replace SATmath = surveySATmath if mi(SATmath) & !mi(surveySATmath)
(46,509 real changes made)

. replace SATverb = surveySATverb if mi(SATverb) & !mi(surveySATverb)
(45,251 real changes made)

. replace ACTmath = surveyACTmath if mi(ACTmath) & !mi(surveyACTmath)
(2,109 real changes made)

. replace ACTverb = surveyACTverb if mi(ACTverb) & !mi(surveyACTverb)
(2,183 real changes made)

. 
. * Crosswalk ACT scores into SAT scores for those who only took ACT
. * Taken from http://catalog.usu.edu/content.php?catoid=12&navoid=7347
. foreach var in ACTmath ACTverb {
  2.     replace `var' = 800 if `var'==36
  3.     replace `var' = 790 if `var'==35
  4.     replace `var' = 780 if `var'==34
  5.     replace `var' = 760 if `var'==33
  6.     replace `var' = 730 if `var'==32
  7.     replace `var' = 700 if `var'==31
  8.     replace `var' = 680 if `var'==30
  9.     replace `var' = 660 if `var'==29
 10.     replace `var' = 640 if `var'==28
 11.     replace `var' = 620 if `var'==27
 12.     replace `var' = 600 if `var'==26
 13.     replace `var' = 580 if `var'==25
 14.     replace `var' = 560 if `var'==24
 15.     replace `var' = 540 if `var'==23
 16.     replace `var' = 520 if `var'==22
 17.     replace `var' = 500 if `var'==21
 18.     replace `var' = 480 if `var'==20
 19.     replace `var' = 460 if `var'==19
 20.     replace `var' = 440 if `var'==18
 21.     replace `var' = 410 if `var'==17
 22.     replace `var' = 390 if `var'==16
 23.     replace `var' = 360 if `var'==15
 24.     replace `var' = 330 if `var'==14
 25.     replace `var' = 300 if `var'==13
 26.     replace `var' = 280 if `var'==12
 27.     replace `var' = 260 if `var'==11
 28.     replace `var' = 200 if inrange(`var',0.01,10.99)
 29. }
(37 real changes made)
(148 real changes made)
(407 real changes made)
(222 real changes made)
(444 real changes made)
(962 real changes made)
(740 real changes made)
(999 real changes made)
(1,628 real changes made)
(1,554 real changes made)
(1,998 real changes made)
(2,331 real changes made)
(1,924 real changes made)
(1,924 real changes made)
(2,997 real changes made)
(2,220 real changes made)
(2,886 real changes made)
(3,589 real changes made)
(3,663 real changes made)
(3,811 real changes made)
(3,663 real changes made)
(3,515 real changes made)
(2,664 real changes made)
(1,036 real changes made)
(296 real changes made)
(148 real changes made)
(259 real changes made)
(0 real changes made)
(185 real changes made)
(222 real changes made)
(111 real changes made)
(333 real changes made)
(185 real changes made)
(592 real changes made)
(666 real changes made)
(629 real changes made)
(629 real changes made)
(1,147 real changes made)
(1,184 real changes made)
(1,184 real changes made)
(1,739 real changes made)
(1,591 real changes made)
(1,480 real changes made)
(1,443 real changes made)
(1,443 real changes made)
(1,813 real changes made)
(1,258 real changes made)
(1,073 real changes made)
(1,221 real changes made)
(1,036 real changes made)
(703 real changes made)
(518 real changes made)
(444 real changes made)
(1,184 real changes made)

. 
. replace SATmath = ACTmath if ACTmath>SATmath & !mi(ACTmath)
(7,881 real changes made)

. replace SATverb = ACTverb if ACTverb>SATverb & !mi(ACTverb)
(4,070 real changes made)

. 
. replace SATmath = ACTmath if mi(SATmath) & !mi(ACTmath)
(32,486 real changes made)

. replace SATverb = ACTverb if mi(SATverb) & !mi(ACTverb)
(32,560 real changes made)

. 
. drop ACTmath ACTverb transcriptACT* transcriptSAT* surveyACT???? surveyACT???
>  surveySAT????

. 
. * Z-score the resulting variables
. zscore  SATmath if year==1997 & ~mi(SATmath)
z_SATmath created with 328900 missing values

. rename  SATmath SATmath_unscaled

. replace SATmath_unscaled = 200 if SATmath_unscaled < 200
(1,628 real changes made)

. bys ID (year): egen SATmath = mean(z_SATmath)
(202612 missing values generated)

. drop z_SATmath

. zscore  SATverb if year==1997 & ~mi(SATverb)
z_SATverb created with 328932 missing values

. rename  SATverb SATverb_unscaled

. replace SATverb_unscaled = 200 if SATverb_unscaled < 200
(16,613 real changes made)

. bys ID (year): egen SATverb = mean(z_SATverb)
(203796 missing values generated)

. drop z_SATverb

. 
. mdesc SATmath SATverb if year==1997
     Variable      Missing      Total     Missing/Total
    ------------------------------------------------------------
     SATmath        5476        8984        .609528
     SATverb        5508        8984         .61309

. 
. 
. *---------------------------
. * Create High School Grades
. *---------------------------
. * Use information from transcripts
. generat Grades_HS_best = transcriptGPAoverall/100
(123,543 missing values generated)

. sum transcriptGPAoverall, d

                 TRANS CRD GPA OVERALL HSTR
-------------------------------------------------------------
      Percentiles      Smallest
 1%          117             15
 5%          180             15
10%          205             15       Obs             208,865
25%          245             15       Sum of Wgt.     208,865

50%          288                      Mean           283.8007
                        Largest       Std. Dev.      60.35841
75%          327            417
90%          361            417       Variance       3643.138
95%          377            417       Skewness      -.4468092
99%          398            417       Kurtosis       3.200557

. sum Grades_HS_best, d

                       Grades_HS_best
-------------------------------------------------------------
      Percentiles      Smallest
 1%         1.17            .15
 5%          1.8            .15
10%         2.05            .15       Obs             208,865
25%         2.45            .15       Sum of Wgt.     208,865

50%         2.88                      Mean           2.838007
                        Largest       Std. Dev.      .6035841
75%         3.27           4.17
90%         3.61           4.17       Variance       .3643138
95%         3.77           4.17       Skewness      -.4468092
99%         3.98           4.17       Kurtosis       3.200557

. 
. * Create continuous survey measure as midpoints of discrete survey measures
. recode Grades_HS Grades_8th_grade (1 = 0.5) (2 = 1.0) (3 = 1.5) (4 = 2.0) (5 
> = 2.5) (6 = 3.0) (7 = 3.5) (8 = 4.0) (9 12 13 999 = .) (10 = 3.0) (11 = 2.0) 
(Grades_HS: 8819 changes made)
(Grades_8th_grade: 12958 changes made)

. sum Grades_HS Grades_8th_grade, d

                     HIGH SCHOOL GRADES
-------------------------------------------------------------
      Percentiles      Smallest
 1%           .5             .5
 5%          1.5             .5
10%          1.5             .5       Obs               8,729
25%          2.5             .5       Sum of Wgt.       8,729

50%            3                      Mean           2.768702
                        Largest       Std. Dev.      .8083057
75%          3.5              4
90%            4              4       Variance       .6533581
95%            4              4       Skewness      -.3918437
99%            4              4       Kurtosis       2.689204

                    MIDDLE SCHOOL GRADES
-------------------------------------------------------------
      Percentiles      Smallest
 1%           .5             .5
 5%          1.5             .5
10%          1.5             .5       Obs              12,875
25%          2.5             .5       Sum of Wgt.      12,875

50%            3                      Mean           2.826097
                        Largest       Std. Dev.      .8311098
75%          3.5              4
90%            4              4       Variance       .6907435
95%            4              4       Skewness      -.3767251
99%            4              4       Kurtosis       2.486698

. * Take max over time within individual
. bys ID: egen Grades_8th_grade_max = max(Grades_8th_grade)
(5069 missing values generated)

. bys ID: egen Grades_HS_max        = max(Grades_HS)
(14504 missing values generated)

. sum Grades_HS_max Grades_8th_grade_max, d

                        Grades_HS_max
-------------------------------------------------------------
      Percentiles      Smallest
 1%           .5             .5
 5%          1.5             .5
10%          1.5             .5       Obs             317,904
25%          2.5             .5       Sum of Wgt.     317,904

50%            3                      Mean           2.782239
                        Largest       Std. Dev.      .8000878
75%          3.5              4
90%            4              4       Variance       .6401405
95%            4              4       Skewness      -.3830629
99%            4              4       Kurtosis       2.677266

                    Grades_8th_grade_max
-------------------------------------------------------------
      Percentiles      Smallest
 1%           .5             .5
 5%          1.5             .5
10%            2             .5       Obs             327,339
25%          2.5             .5       Sum of Wgt.     327,339

50%            3                      Mean           2.899062
                        Largest       Std. Dev.       .817595
75%          3.5              4
90%            4              4       Variance       .6684617
95%            4              4       Skewness      -.4733782
99%            4              4       Kurtosis       2.615473

. 
. * Supplement transcripts with survey data if missing transcript data
. replace Grades_HS_best = Grades_HS_max        if mi(Grades_HS_best)
(111,666 real changes made)

. //replace Grades_HS_best = Grades_8th_grade_max if mi(Grades_HS_best)
. replace Grades_HS_best = 4                    if inrange(Grades_HS_best,4,.)
(555 real changes made)

. 
. * Treatment of missings
. mdesc Grades_HS_best if year==1997
     Variable      Missing      Total     Missing/Total
    ------------------------------------------------------------
Grades_HS_~t         321        8984         .03573

. count if mi(Grades_HS_best) & year==1997
  321

. generat m_Grades_HS_best = mi(Grades_HS_best)

. replace Grades_HS_best   = 0 if m_Grades_HS_best
(11,877 real changes made)

. * Z-score the resulting variable
. zscore  Grades_HS_best if year==1997 & ~m_Grades_HS_best
z_Grades_HS_best created with 323745 missing values

. rename  Grades_HS_best Grades_HS_best_unscaled

. bys ID (year): egen Grades_HS_best = mean(z_Grades_HS_best)
(11877 missing values generated)

. drop z_Grades_HS_best

. 
. 
. *---------------------------
. * Create AP exams
. *---------------------------
. * transcripts
. recode  transcriptNumOthAPscoreEq1 transcriptNumOthAPscoreEq2 transcriptNumOt
> hAPscoreEq3 transcriptNumOthAPscoreEq4 transcriptNumOthAPscoreEq5 (. .v = 0)
(transcriptNumOthAPscoreEq1: 283420 changes made)
(transcriptNumOthAPscoreEq2: 283161 changes made)
(transcriptNumOthAPscoreEq3: 283198 changes made)
(transcriptNumOthAPscoreEq4: 283161 changes made)
(transcriptNumOthAPscoreEq5: 283346 changes made)

. generat transcriptNumAPs = !mi(transcriptAPbio) + !mi(transcriptAPcalc) + !mi
> (transcriptAPchem) + !mi(transcriptAPeng) + !mi(transcriptAPhistEU) + !mi(tra
> nscriptAPgovt) + !mi(transcriptAPphysics) + !mi(transcriptAPpsych) + !mi(tran
> scriptAPspanish) + !mi(transcriptAPhistUS) + transcriptNumOthAPscoreEq1 + tra
> nscriptNumOthAPscoreEq2 + transcriptNumOthAPscoreEq3 + transcriptNumOthAPscor
> eEq4 + transcriptNumOthAPscoreEq5

. replace transcriptNumAPs = .v if inlist(transcriptHasProblem,1,.v)
(122,507 real changes made, 122,507 to missing)

. 
. * survey
. foreach subj in art bio chem compSci econ eng french german gov history latin
>  math music physics psychology spanish {
  2.     replace tookAP`subj' = 1 if DLItookAP`subj'==1
  3.     bys ID (year): egen everTookAP`subj' = max(tookAP`subj')
  4.     recode everTookAP`subj' (. = 0)
  5. }
(42 real changes made)
(307988 missing values generated)
(everTookAPart: 307988 changes made)
(214 real changes made)
(303400 missing values generated)
(everTookAPbio: 303400 changes made)
(120 real changes made)
(306175 missing values generated)
(everTookAPchem: 306175 changes made)
(50 real changes made)
(307766 missing values generated)
(everTookAPcompSci: 307766 changes made)
(69 real changes made)
(307359 missing values generated)
(everTookAPecon: 307359 changes made)
(948 real changes made)
(284567 missing values generated)
(everTookAPeng: 284567 changes made)
(33 real changes made)
(308506 missing values generated)
(everTookAPfrench: 308506 changes made)
(12 real changes made)
(308987 missing values generated)
(everTookAPgerman: 308987 changes made)
(148 real changes made)
(305731 missing values generated)
(everTookAPgov: 305731 changes made)
(388 real changes made)
(299959 missing values generated)
(everTookAPhistory: 299959 changes made)
(12 real changes made)
(308913 missing values generated)
(everTookAPlatin: 308913 changes made)
(764 real changes made)
(287823 missing values generated)
(everTookAPmath: 287823 changes made)
(19 real changes made)
(308728 missing values generated)
(everTookAPmusic: 308728 changes made)
(82 real changes made)
(307063 missing values generated)
(everTookAPphysics: 307063 changes made)
(75 real changes made)
(307322 missing values generated)
(everTookAPpsychology: 307322 changes made)
(179 real changes made)
(304769 missing values generated)
(everTookAPspanish: 304769 changes made)

. egen surveyNumAPs = rowtotal(everTookAP*), mi

. 
. generat numAPs = transcriptNumAPs
(122,507 missing values generated)

. replace numAPs = surveyNumAPs if mi(transcriptNumAPs)
(122,507 real changes made)

. 
. 
. /*
> Cognitive measures:
> 1. ASVAB subject tests
> 2. HS GPA
> 3. SAT math, verbal
> 
> Schooling abilities/preferences
> 1. Num APs
> 2. "I was late for school without an excuse", 
> 3. "When I was in school, I used to break rules quite regularly", 
> 4. "In that week, on how many weekdays did you spend time taking extra classe
> s or lessons?", 
> 4. "On those weekdays, about how much time did you spend per day taking extra
>  classes or lessons?", 
> 5. "Since [this youth] started the ninth grade, has [he/she] ever taken any a
> cademic classes during a school break, including summers?" 
> 6. "What was the main reason [he/she] attended classes during a school break 
> that year?"
> 
> Work abilities/preferences
> 1. "I have high standards and work toward them"
> 2. "I make every effort to do more than what is expected of me"
> 3. "What is the percent chance that [this youth] will be working for pay more
>  than 20 hours per week when [he/she] turns 30?"
> */
. 
. *---------------------------
. * "I was late for school without an excuse"
. *---------------------------
. sum lateForSchoolNoExcuse if year==1997

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
lateForSch~e |      8,821    2.397007    6.930328          0         99

. 
. *---------------------------
. * "When I was in school, I used to break rules quite regularly"
. *---------------------------
. egen breakRulesRegularly = rowfirst(breakRulesRegularly2008 breakRulesRegular
> ly2010)
(40848 missing values generated)

. 
. *---------------------------
. * "How many hours per week did you spend time taking extra classes or lessons
> ?"
. *---------------------------
. gen HrsExtraClass = R1WeekdaysExtraClass*(R1hoursWeekdayExtraClass+R1minsWeek
> dayExtraClass/60) + (R1hoursWeekendExtraClass+R1minsWeekendExtraClass/60)
(280,645 missing values generated)

. 
. sum HrsExtraClass if R1ExtraClass==0

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
HrsExtraCl~s |          0

. sum HrsExtraClass if R1ExtraClass>=.

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
HrsExtraCl~s |          0

. 
. *---------------------------
. * "Since [this youth] started the ninth grade, has [he/she] ever taken any ac
> ademic classes during a school break, including summers?"
. *---------------------------
. sum tookClassDuringBreak if year==1997

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
tookClassD~k |      3,910    .1388747    .3458599          0          1

. 
. *---------------------------
. * "What was the main reason [he/she] attended classes during a school break t
> hat year?"
. *---------------------------
. gen reasonTookClassDuringBreak = reasonTookClassDuringBreak1 // N=543 for thi
> s one, which matches up with "tookClassDuringBreak" variable
(312,354 missing values generated)

. tab reasonTookClassDuringBreak if tookClassDuringBreak==1, mi

reasonTookC |
lassDuringB |
       reak |      Freq.     Percent        Cum.
------------+-----------------------------------
          1 |      5,402       26.89       26.89
          2 |      9,213       45.86       72.74
          3 |        888        4.42       77.16
          4 |      3,404       16.94       94.11
          5 |        296        1.47       95.58
          6 |         37        0.18       95.76
          7 |        814        4.05       99.82
         .d |         37        0.18      100.00
------------+-----------------------------------
      Total |     20,091      100.00

. 
. *---------------------------
. * "I have high standards and work toward them"
. *---------------------------
. egen highStandardsWork = rowfirst(highStandardsWork2008 highStandardsWork2010
> )
(41218 missing values generated)

. 
. *---------------------------
. * "I make every effort to do more than what is expected of me"
. *---------------------------
. egen doMoreThanExpected = rowfirst(doMoreThanExpected2008 doMoreThanExpected2
> 010)
(41070 missing values generated)

. 
. *---------------------------
. * "What is the percent chance that [this youth] will be working for pay more 
> than 20 hours per week when [he/she] turns 30?"
. *---------------------------
. sum pctChanceWork20Hrs30 parPctChanceWork20Hrs30 if year==1997

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
pctChance~30 |      3,508    92.31271    17.05012          0        100
parPctCh~s30 |      3,024    94.05192    15.15767          0        100

. 
. *---------------------------
. * "What is the percent chance that [this youth] will have a four-year college
>  degree by the time [he/she] turns 30?"
. *---------------------------
. egen pctChanceBAby30 = rowfirst(pctChanceBAby30_1997 pctChanceBAby30_2001)
(156991 missing values generated)

. sum pctChanceBAby30 parPctChanceBAby30 if year==1997

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
pctChanceB~0 |      4,741    71.65999     33.2257          0        100
parPctCh~y30 |      3,004    69.19707    32.57771          0        100

. 
. *---------------------------
. * Fix relationship to Head of Household
. *---------------------------
. generat      true_rel_HH_headA = Relationship_HH_head if year==1997
(323,455 missing values generated)

. replace      true_rel_HH_headA = min(Relationship_to_Par_age12_, Relationship
> _HH_head) if (mi(Relationship_HH_head) | mi(Relationship_to_Par_age12_)) & ye
> ar==1997 & Relationship_HH_head~=Relationship_to_Par_age12_
(31 real changes made, 10 to missing)

. bys ID: egen true_rel_HH_head  = mean(true_rel_HH_headA)
(370 missing values generated)

. drop         true_rel_HH_headA

. label   val  true_rel_HH_head vl_relPar

. 
. 
. *---------------------------
. * Get whether or not person lives with mom in 1997
. *---------------------------
. gen liveWithMom14 = inlist(true_rel_HH_head,1,2,4)

. 
. 
. *---------------------------
. * Get whether or not person lives in female-headed household in 1997
. *---------------------------
. gen femaleHeadHH1997 = true_rel_HH_head==4

. 
. *---------------------------
. * Get Household size in 1997
. *---------------------------
. rename  HH_size HHsize1997

. 
. 
. *---------------------------
. * Parental transfers
. *---------------------------
. * 1997 - 2003 variables
. replace estParGave = 500/2*(estParGave==1)+1500/2*(estParGave==2)+3500/2*(est
> ParGave==3)+7500/2*(estParGave==4)+12500/2*(estParGave==5)+17500/2*(estParGav
> e==6)+ 22500/2*(estParGave==7) if !mi(estParGave)
variable estParGave was byte now int
(717 real changes made)

. replace estMomGave = 500/2*(estMomGave==1)+1500/2*(estMomGave==2)+3500/2*(est
> MomGave==3)+7500/2*(estMomGave==4)+12500/2*(estMomGave==5)+17500/2*(estMomGav
> e==6)+ 22500/2*(estMomGave==7) if !mi(estMomGave)
variable estMomGave was byte now int
(1,333 real changes made)

. replace estDadGave = 500/2*(estDadGave==1)+1500/2*(estDadGave==2)+3500/2*(est
> DadGave==3)+7500/2*(estDadGave==4)+12500/2*(estDadGave==5)+17500/2*(estDadGav
> e==6)+ 22500/2*(estDadGave==7) if !mi(estDadGave)
variable estDadGave was byte now int
(827 real changes made)

. 
. replace totParGave = estParGave if mi(totParGave) & !mi(estParGave)
(717 real changes made)

. replace totMomGave = estMomGave if mi(totMomGave) & !mi(estMomGave)
(1,333 real changes made)

. replace totDadGave = estDadGave if mi(totDadGave) & !mi(estDadGave)
(827 real changes made)

. 
. * generat totParTransfer = totParGave if inrange(year,1997,2003)
. * replace totParTransfer = totMomGave*(!mi(totMomGave)) + totDadGave*(!mi(tot
> DadGave)) if (mi(totParGave) | (totParGave < totMomGave*(!mi(totMomGave)) + t
> otDadGave*(!mi(totDadGave)))) & (!mi(totMomGave) | !mi(totDadGave)) & inrange
> (year,1997,2003)
. * replace totParTransfer = totParTransfer + allowance if !mi(allowance) & inr
> ange(year,1997,2003)
. 
. egen    totParTransfer = rowtotal(totParGave totMomGave totDadGave allowance)
>  if inrange(year,1997,2003), mi
(307377 missing values generated)

. replace totParTransfer = .n if mi(totParTransfer) & Int_month==.n
(21,527 real changes made, 21,527 to missing)

. 
. * 2004 - 2010 variables
. replace estFamTrans = 500/2*(estFamTrans==1)+1500/2*(estFamTrans==2)+3500/2*(
> estFamTrans==3)+7500/2*(estFamTrans==4)+12500/2*(estFamTrans==5)+17500/2*(est
> FamTrans==6)+ 22500/2*(estFamTrans==7) if !mi(estFamTrans)
variable estFamTrans was byte now int
(13,262 real changes made)

. recode  estFamTrans (.v = 0) // valid skips correspond to "R or S/P did not r
> eceive money as gifts from family/friends"
(estFamTrans: 46385 changes made)

. 
. replace totParTransfer = estFamTrans if inrange(year,2004,2010)
(54,988 real changes made, 2,819 to missing)

. 
. * Heckman & Hai assume parental transfers are 0 after age 30 (i.e. year 2010 
> in data)
. replace totParTransfer = 0 if inrange(year,2011,2015)
(44,920 real changes made)

. 
. * Deflate by CPI
. replace totParTransfer = totParTransfer/cpi if !mi(totParTransfer)
(36,228 real changes made)

. rename  totParTransfer incParTransfer

. replace incParTransfer = 0 if inlist(incParTransfer,.,.d,.r)
(193,968 real changes made)

. 
. *---------------------------
. * Get parental co-residence over time
. *---------------------------
. generat      livesWithParents = 0

. foreach var in HH1rel HH2rel HH3rel HH4rel HH5rel HH6rel HH7rel HH8rel HH9rel
>  HH10rel HH11rel HH12rel HH13rel HH14rel HH15rel HH16rel HH17rel HH18rel {
  2.     replace livesWithParents = 1 if inrange(`var',3,10)
  3. }
(53,762 real changes made)
(1,860 real changes made)
(554 real changes made)
(304 real changes made)
(142 real changes made)
(67 real changes made)
(23 real changes made)
(11 real changes made)
(6 real changes made)
(1 real change made)
(0 real changes made)
(3 real changes made)
(1 real change made)
(0 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)

. replace livesWithParents = .n if HH1rel==.n
(21,527 real changes made, 21,527 to missing)

. replace livesWithParents = .v if HH1rel==.v
(11,044 real changes made, 11,044 to missing)

. replace livesWithParents = .d if HH1rel==.d
(18 real changes made, 18 to missing)

. replace livesWithParents = .r if HH1rel==.r
(40 real changes made, 40 to missing)

. replace livesWithParents = .i if HH1rel==.i
(196 real changes made, 196 to missing)

. replace livesWithParents = 1  if year<=1997 // by construction
(161,712 real changes made)

. replace livesWithParents = 0  if inlist(livesWithParents,.r,.d,.i,.v) & year>
> =1998 // valid skip here means they live alone
(11,298 real changes made)

. 
. *---------------------------
. * Implied rent transfer a la Johnson (2013)
. *---------------------------
. generat rentParTransfer = 0

. replace rentParTransfer = 650*12 if livesWithParents==1 // $650/mo in implied
>  rent
(218,265 real changes made)

. replace rentParTransfer = .n if HH1rel==.n
(21,527 real changes made, 21,527 to missing)

. 
. *---------------------------
. * Get spousal/partner co-residence over time
. *---------------------------
. generat     livesWithSpouse = 0

. foreach var in HH1rel HH2rel HH3rel HH4rel HH5rel HH6rel HH7rel HH8rel HH9rel
>  HH10rel HH11rel HH12rel HH13rel HH14rel HH15rel HH16rel HH17rel HH18rel {
  2.     replace livesWithSpouse = 1 if inlist(`var',1,2,69)
  3. }
(28,972 real changes made)
(4,377 real changes made)
(2,660 real changes made)
(1,452 real changes made)
(630 real changes made)
(300 real changes made)
(130 real changes made)
(43 real changes made)
(11 real changes made)
(14 real changes made)
(6 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)

. replace livesWithSpouse = .n if HH1rel==.n
(21,527 real changes made, 21,527 to missing)

. replace livesWithSpouse = .v if HH1rel==.v
(11,044 real changes made, 11,044 to missing)

. replace livesWithSpouse = .d if HH1rel==.d
(18 real changes made, 18 to missing)

. replace livesWithSpouse = .r if HH1rel==.r
(40 real changes made, 40 to missing)

. replace livesWithSpouse = .i if HH1rel==.i
(196 real changes made, 196 to missing)

. replace livesWithSpouse = 0  if year<=1997 // by construction
(0 real changes made)

. replace livesWithSpouse = 0  if inlist(livesWithSpouse,.r,.d,.i,.v) & year>=1
> 998 // valid skip here means they live alone
(11,298 real changes made)

. 
. *---------------------------
. * Time use in high school (youngest 3 cohorts)
. *---------------------------
. * Homework
. generat didHomeworkInHS = R1Homework==1 if !mi(R1Homework)
(135,235 missing values generated)

. replace didHomeworkInHS = R1Homework    if  mi(R1Homework)
(135,235 real changes made, 135,235 to missing)

. 
. generat HrsWeekHomeworkInHS = R1Homework if  mi(R1Homework)
(332,408 missing values generated)

. replace HrsWeekHomeworkInHS = 0          if R1Homework==0
(22,533 real changes made)

. replace HrsWeekHomeworkInHS = R1WeekdaysHomework*(R1hoursWeekdayHomework+R1mi
> nsWeekdayHomework/60) + R1hoursWeekendHomework+R1minsWeekendHomework/60 if R1
> Homework==1 & !mi(R1WeekdaysHomework) & !mi(R1hoursWeekdayHomework) & !mi(R1m
> insWeekdayHomework) & !mi(R1hoursWeekendHomework) & !mi(R1minsWeekendHomework
> )
(174,159 real changes made)

. replace HrsWeekHomeworkInHS = 30 if inrange(HrsWeekHomeworkInHS,30,.)
(1,147 real changes made)

. 
. * TV viewing
. generat didWatchTVInHS = R1WatchTV==1 if !mi(R1WatchTV)
(133,163 missing values generated)

. replace didWatchTVInHS = R1WatchTV    if  mi(R1WatchTV)
(133,163 real changes made, 133,163 to missing)

. 
. generat HrsWeekWatchTVInHS = R1WatchTV if  mi(R1WatchTV)
(332,408 missing values generated)

. replace HrsWeekWatchTVInHS = 0          if R1WatchTV==0
(8,140 real changes made)

. replace HrsWeekWatchTVInHS = R1WeekdaysWatchTV*(R1hoursWeekdayWatchTV+R1minsW
> eekdayWatchTV/60) + R1hoursWeekendWatchTV+R1minsWeekendWatchTV/60 if R1WatchT
> V==1 & !mi(R1WeekdaysWatchTV) & !mi(R1hoursWeekdayWatchTV) & !mi(R1minsWeekda
> yWatchTV) & !mi(R1hoursWeekendWatchTV) & !mi(R1minsWeekendWatchTV)
(188,922 real changes made)

. replace HrsWeekWatchTVInHS = 80 if inrange(HrsWeekWatchTVInHS,80,.)
(1,369 real changes made)

. 
. *---------------------------
. * Time use in adulthood (all respondents)
. *---------------------------
. * Computer use
. replace HrsWeekUseComputer = 0*(HrsWeekUseComputer==1) + (1/2)*(HrsWeekUseCom
> puter==2) + (4/2)*(HrsWeekUseComputer==3) + (10/2)*(HrsWeekUseComputer==4) + 
> (16/2)*(HrsWeekUseComputer==5) + (25/2)*(HrsWeekUseComputer==6) if !mi(HrsWee
> kUseComputer)
variable HrsWeekUseComputer was byte now float
(45,209 real changes made)

. 
. * TV
. replace HrsWeekWatchTV = (2/2)*(HrsWeekWatchTV==1) + (13/2)*(HrsWeekWatchTV==
> 2) + (31/2)*(HrsWeekWatchTV==3) + (51/2)*(HrsWeekWatchTV==4) + (71/2)*(HrsWee
> kWatchTV==5) + (95/2)*(HrsWeekWatchTV==6) if !mi(HrsWeekWatchTV)
variable HrsWeekWatchTV was byte now float
(37,471 real changes made)

. 
. * Sleep
. replace HrsNightSleep = 13 if inrange(HrsNightSleep,13,.)
(51 real changes made)

. replace HrsNightSleep = 1  if inrange(HrsNightSleep,0 ,1)
(27 real changes made)

. 
. *---------------------------
. * Fix Weights Variable
. *---------------------------
. replace weight_panel = . if year~=1997
(143,744 real changes made, 143,744 to missing)

. bys ID: egen weight  = mean(weight_panel)

. drop weight_panel

. 
. *---------------------------
. * Generate birth year dummies
. *---------------------------
. capture noisily drop age_now
variable age_now not found

. generat born_1980 = (birth_year==1980)

. generat born_1981 = (birth_year==1981)

. generat born_1982 = (birth_year==1982)

. generat born_1983 = (birth_year==1983)

. generat born_1984 = (birth_year==1984)

. 
. *---------------------------
. * Generate age
. *---------------------------
. genera now_1997 = (1997-1960)*12

. genera DOB = (birth_year-1960)*12+birth_month-1

. format now_1997 %tm

. format DOB %tm

. genera age      = (now_1997-DOB)/12

. genera age_now  = year-birth_year

. 
. *---------------------------
. * Family Income
. *---------------------------
. * family income in survey round 1 is already imported from before
. d Family_income

              storage   display    value
variable name   type    format     label      variable label
-------------------------------------------------------------------------------
Family_income   float   %9.0g                 FAMILY INCOME

. 
. * Grab family income from parent supplement (for round 2, since it's missing 
> at high rates in rounds 3-5)
. egen    Family_income_alt = rowtotal(parIncome parSpIncome parSpOthIncome), m
> i
(312376 missing values generated)

. replace Family_income_alt = .n if Family_income==.n
(21,527 real changes made, 21,527 to missing)

. replace Family_income_alt = .d if Family_income==.d
(1,334 real changes made, 1,334 to missing)

. replace Family_income_alt = .i if Family_income==.i
(16,969 real changes made, 16,969 to missing)

. replace Family_income_alt = .r if Family_income==.r
(72 real changes made, 72 to missing)

. replace Family_income_alt = .v if Family_income==.v
(18,746 real changes made, 18,746 to missing)

. 
. * Family income in survey round 1
. generat FincTest96 = Family_income if year==1996
(325,820 missing values generated)

. replace FincTest96 = FincTest96/cpi 
(2,396 real changes made, 2,396 to missing)

. bys ID: egen famIncTest96 = mean(FincTest96)
(88652 missing values generated)

. 
. * Parent supplement reported income in survey round 2
. generat FincAltTest97 = Family_income_alt if year==1997
(331,609 missing values generated)

. replace FincAltTest97 = FincAltTest97/cpi 
(8,716 real changes made, 7,935 to missing)

. bys ID: egen famIncAltTest97 = mean(FincAltTest97)
(302845 missing values generated)

. 
. * Parent supplement reported income in survey round 3
. generat FincAltTest98 = Family_income_alt if year==1998
(331,294 missing values generated)

. replace FincAltTest98 = FincAltTest98/cpi 
(7,622 real changes made, 6,527 to missing)

. bys ID: egen famIncAltTest98 = mean(FincAltTest98)
(291190 missing values generated)

. 
. * Parent supplement reported income in survey round 4
. generat FincAltTest99 = Family_income_alt if year==1999
(330,721 missing values generated)

. replace FincAltTest99 = FincAltTest99/cpi 
(7,142 real changes made, 5,483 to missing)

. bys ID: egen famIncAltTest99 = mean(FincAltTest99)
(269989 missing values generated)

. 
. * Parent supplement reported income in survey round 4
. generat FincAltTest00 = Family_income_alt if year==2000
(330,462 missing values generated)

. replace FincAltTest00 = FincAltTest00/cpi 
(6,032 real changes made, 4,140 to missing)

. bys ID: egen famIncAltTest00 = mean(FincAltTest00)
(260406 missing values generated)

. 
. * Pre-college family income = survey round 1 income OR round 2 parent supplem
> ent reported income if missing round 1 data
. generat famIncAsTeen = famIncTest96
(88,652 missing values generated)

. replace famIncAsTeen = famIncAltTest97 if mi(famIncAsTeen)
(6,512 real changes made)

. replace famIncAsTeen = famIncAltTest98 if mi(famIncAsTeen)
(8,769 real changes made)

. replace famIncAsTeen = famIncAltTest99 if mi(famIncAsTeen)
(10,175 real changes made)

. replace famIncAsTeen = famIncAltTest00 if mi(famIncAsTeen)
(9,435 real changes made)

. 
. 
. *---------------------------------------------------------
. * Adjust slightly the family income variable
. *---------------------------------------------------------
. * Express family income in 1000s of dollars
. replace famIncAsTeen   = famIncAsTeen/1000
(273,800 real changes made)

. 
. mdesc famIncAsTeen if year==1997
     Variable      Missing      Total     Missing/Total
    ------------------------------------------------------------
famIncAsTeen        1453        8984        .161732

. generat m_famIncAsTeen = mi(famIncAsTeen)

. generat m_all_famIncs = mi(famIncTest96) & mi(famIncAltTest97) & mi(famIncAlt
> Test98) & mi(famIncAltTest99) & mi(famIncAltTest00)

. replace famIncAsTeen   = 1 if famIncAsTeen<=0
(4,958 real changes made)

. replace famIncAsTeen   = 0 if mi(famIncAsTeen)
(53,761 real changes made)

. drop FincTest96 famIncTest96 FincAltTest97 famIncAltTest97

. 
. *---------------------------
. * survey rounds by year
. *---------------------------
. generat svyRound = .
(332,408 missing values generated)

. replace svyRound =  1 if year==1997
(8,984 real changes made)

. replace svyRound =  2 if year==1998
(8,984 real changes made)

. replace svyRound =  3 if year==1999
(8,984 real changes made)

. replace svyRound =  4 if year==2000
(8,984 real changes made)

. replace svyRound =  5 if year==2001
(8,984 real changes made)

. replace svyRound =  6 if year==2002
(8,984 real changes made)

. replace svyRound =  7 if year==2003
(8,984 real changes made)

. replace svyRound =  8 if year==2004
(8,984 real changes made)

. replace svyRound =  9 if year==2005
(8,984 real changes made)

. replace svyRound = 10 if year==2006
(8,984 real changes made)

. replace svyRound = 11 if year==2007
(8,984 real changes made)

. replace svyRound = 12 if year==2008
(8,984 real changes made)

. replace svyRound = 13 if year==2009
(8,984 real changes made)

. replace svyRound = 14 if year==2010
(8,984 real changes made)

. replace svyRound = 15 if year==2011
(8,984 real changes made)

. replace svyRound = 16 if year==2012
(8,984 real changes made)

. replace svyRound = 16 if year==2013
(8,984 real changes made)

. replace svyRound = 16 if year==2014
(8,984 real changes made)

. 
. *---------------------------
. * missed interviews
. *---------------------------
. * variables that flag if the year is missing, how long the missing has 
. *  gone on, how long the missing lasts, if it's the last missing spell
. *  and if it's the first long missing spell (long = 3+ missed interviews)
. generat Interview_date = Int_month+239 // add 239 to convert from NLSY base m
> onth (Dec 1979) to Stata base month (Jan 1960)
(201,207 missing values generated)

. format  Interview_date %tm

. replace Interview_date = .n if Int_month==.n
(21,527 real changes made, 21,527 to missing)

. 
. foreach x of numlist 1/17 {
  2.     if (`x'<=15) {
  3.         local temp=`x'+17
  4.     }
  5.     else if (`x'==16) {
  6.         local temp=`x'+18
  7.     }
  8.     else if (`x'==17) {
  9.         local temp=`x'+19
 10.     }
 11.     bys ID: gen R`x'interviewDate  = Interview_date[`temp']
 12.     bys ID: gen R`x'interviewDay   = mdy(InterviewM[`temp'],1,InterviewY[`
> temp'])
 13.     bys ID: gen R`x'interviewWeek  = wofd(mdy(InterviewM[`temp'],1,Intervi
> ewY[`temp']))
 14.     format R`x'interviewDate %tm
 15.     format R`x'interviewDay  %td
 16.     format R`x'interviewWeek %tw
 17. }
(22,126 missing values generated)
(22,126 missing values generated)
(22,126 missing values generated)
(28,712 missing values generated)
(28,712 missing values generated)
(28,712 missing values generated)
(33,448 missing values generated)
(33,448 missing values generated)
(33,448 missing values generated)
(40,774 missing values generated)
(40,774 missing values generated)
(40,774 missing values generated)
(40,256 missing values generated)
(40,256 missing values generated)
(40,256 missing values generated)
(45,510 missing values generated)
(45,510 missing values generated)
(45,510 missing values generated)
(54,834 missing values generated)
(54,834 missing values generated)
(54,834 missing values generated)
(60,902 missing values generated)
(60,902 missing values generated)
(60,902 missing values generated)
(52,725 missing values generated)
(52,725 missing values generated)
(52,725 missing values generated)
(57,942 missing values generated)
(57,942 missing values generated)
(57,942 missing values generated)
(55,278 missing values generated)
(55,278 missing values generated)
(55,278 missing values generated)
(52,725 missing values generated)
(52,725 missing values generated)
(52,725 missing values generated)
(55,685 missing values generated)
(55,685 missing values generated)
(55,685 missing values generated)
(57,757 missing values generated)
(57,757 missing values generated)
(57,757 missing values generated)
(68,228 missing values generated)
(68,228 missing values generated)
(68,228 missing values generated)
(69,597 missing values generated)
(69,597 missing values generated)
(69,597 missing values generated)

. gen flag1 = yofd(dofm(R1interviewDate)) ==1998 // create flag for imputing sc
> hooling before first interview

. gen flag2 = yofd(dofm(R17interviewDate))==2016 // create flag for dropping ob
> servations after last interview

. 
. gen Interview_day                           = mdy(InterviewM,1,InterviewY)
(201,207 missing values generated)

. gen Interview_month                         = month(dofm(Interview_date))
(201,207 missing values generated)

. replace Interview_month                     = .n if Interview_date==.n
(21,527 real changes made, 21,527 to missing)

. replace Interview_month                     = .  if Interview_date==.
(0 real changes made)

. 
. gen miss_interview                          = (Interview_date==.n)

. bys ID: egen miss_interview_dumB            = mean(miss_interview)

. gen ever_miss_interview                     = (miss_interview_dumB > 0)

. drop miss_interview_dumB

. 
. gen age_at_miss_int                         = age_now*miss_interview

. gen year_miss_int                           = year*miss_interview

. 
. gen miss_interview_cum                      = 0

. by ID: replace miss_interview_cum           = miss_interview_cum[_n-1] + 1 if
>  miss_interview[_n]==1
(21,527 real changes made)

. 
. gsort +ID -year

. gen miss_interview_length                   = miss_interview_cum

. by ID: replace miss_interview_length        = miss_interview_length[_n-1] if 
> miss_interview_cum[_n]!=0 & miss_interview_cum[_n-1]!=0 & year~=2014
(11,737 real changes made)

. 
. sort ID year

. * create flag for long missed interview spell
. generate year_first_long_spellA             = year*(miss_interview_length>2)

. replace  year_first_long_spellA             = . if year_first_long_spellA==0
(319,736 real changes made, 319,736 to missing)

. bys ID (year): egen year_first_long_spell   = min(year_first_long_spellA)
(265882 missing values generated)

. drop year_first_long_spellA

. gen long_miss_flag                          = year>=year_first_long_spell

. 
. * create flag for any missed interview spell
. generate year_first_short_spellA             = year*(miss_interview_length>0)

. replace  year_first_short_spellA             = . if year_first_short_spellA==
> 0
(310,881 real changes made, 310,881 to missing)

. bys ID (year): egen year_first_short_spell   = min(year_first_short_spellA)
(177933 missing values generated)

. drop year_first_short_spellA

. gen short_miss_flag                          = year>=year_first_short_spell

. 
. gsort +ID -year

. gen miss_interview_last_spell               = 0

. by ID: replace miss_interview_last_spell    = 1 if miss_interview_cum[_n]!=0 
> & ( (year==2015 & ~flag2) | miss_interview_last_spell[_n-1]==1)
(1,881 real changes made)

. sort ID year

. label var miss_interview            "Missed Interview In Current Year"

. label var miss_interview_cum        "Running Tally Of Current Missed Intervie
> w Spell"

. label var miss_interview_length     "Length Of Current Missed Interview Spell
> "

. label var miss_interview_last_spell "Element Of Last Missed Interview Spell"

. 
. * identify right-censored interview spells -- no one in 2016 should enter the
>  data (since they are all interviewed before October)
. generat not_missing_interview               = 1-miss_interview if year<2016
(8,984 missing values generated)

. replace not_missing_interview               = 0 if year==2016 & R17interviewD
> ate>=ym(2016,1 ) // don't use 2016 data for anyone interviewed in 2016, since
>  no one in R16 was interviewed after Jul 2016
(3,897 real changes made)

. * replace not_missing_interview               = 0 if year==2015 & R15intervie
> wDate< ym(2015,10) // we don't have data on those interviewed in R16 before O
> ct 2015 for latest round
. generat nonmissing_int_year                 = year*not_missing_interview
(5,087 missing values generated)

. bys ID (year): egen max_nonmissing_int_year = max(nonmissing_int_year)

. generat missIntLastSpell                    = (year>max_nonmissing_int_year)

. 
. * interview month of last survey year (either the last year before a 3+ misse
> d spell, the last year before a right-censored spell, or 2015)
. generat last_survey_yearA                   = year_first_long_spell-1 if year
> ==year_first_long_spell
(330,610 missing values generated)

. replace last_survey_yearA                   = max_nonmissing_int_year if year
> ==2015
(8,984 real changes made)

. 
. generat last_survey_year_hastyA             = year_first_short_spell-1 if yea
> r==year_first_short_spell
(328,233 missing values generated)

. replace last_survey_year_hastyA             = max_nonmissing_int_year if year
> ==2015
(8,827 real changes made)

. 
. bys ID (year): egen last_survey_year        = min(last_survey_yearA)

. bys ID (year): egen last_survey_year_hasty  = min(last_survey_year_hastyA)

. 
. gen last_int_dayA                           = Interview_day if year==last_sur
> vey_year
(324,146 missing values generated)

. bys ID (year): egen last_int_day            = mean(last_int_dayA)
(26714 missing values generated)

. format last_int_day %td

. 
. 
. *----------------------------------------------------------------------------
> ----
. * Some summary stats on people's missing interview behavior throughout the su
> rvey
. *----------------------------------------------------------------------------
> ----
. * get proportion of people who ever missed any number of consecutive intervie
> ws
. foreach x of numlist 1/14 {
  2.     by ID: gen miss_`x'_intA  = (miss_interview_length==`x')
  3. }

. foreach x of numlist 1/14 {
  2.     by ID: egen miss_`x'_intB  = mean(miss_`x'_intA )
  3. }

. foreach x of numlist 1/14 {
  2.     by ID: gen ever_miss_`x'_int  = (miss_`x'_intB >0)
  3. }

. drop miss_*intA miss_*intB

. 
. gen ever_miss_3plus_int = ((ever_miss_3_int)|(ever_miss_4_int)|(ever_miss_5_i
> nt)|(ever_miss_6_int)|(ever_miss_7_int)|(ever_miss_8_int)|(ever_miss_9_int)|(
> ever_miss_10_int)|(ever_miss_11_int)|(ever_miss_12_int))

. 
. * get proportion of people who return after missing any number of consecutive
>  interviews
. foreach x of numlist 1/14 {
  2.     by ID: gen return_after_`x'_miss_intA  = (miss_interview_length[_n-1]=
> =`x'  & miss_interview_length[_n]==0)
  3. }

. foreach x of numlist 1/14 {
  2.     by ID: egen return_after_`x'_miss_intB  = mean(return_after_`x'_miss_i
> ntA )
  3. }

. foreach x of numlist 1/14 {
  2.     by ID: gen ever_return_after_`x'_miss_int  = (return_after_`x'_miss_in
> tB >0)
  3. }

. drop return_after*A return_after*B

. 
. gen ever_return_after_3plus_miss_int = ((ever_return_after_3_miss_int)|(ever_
> return_after_4_miss_int)|(ever_return_after_5_miss_int)|(ever_return_after_6_
> miss_int)|(ever_return_after_7_miss_int)|(ever_return_after_8_miss_int)|(ever
> _return_after_9_miss_int)|(ever_return_after_10_miss_int)|(ever_return_after_
> 11_miss_int)|(ever_return_after_12_miss_int)|(ever_return_after_13_miss_int))

. 
. * Count number of people who have multiple missing interview spells lasting d
> ifferent lengths
. foreach x of numlist 1/14 {
  2.     count if ever_return_after_1_miss_int ==1 & ever_return_after_`x'_miss
> _int==1 & year==1997
  3. }
  3,644
  677
  373
  234
  169
  134
  134
  122
  103
  76
  66
  54
  46
  103

. foreach x of numlist 2/14 {
  2.     count if ever_return_after_2_miss_int ==1 & ever_return_after_`x'_miss
> _int==1 & year==1997
  3. }
  936
  96
  71
  42
  24
  22
  17
  10
  6
  5
  0
  0
  0

. foreach x of numlist 3/14 {
  2.     count if ever_return_after_3_miss_int ==1 & ever_return_after_`x'_miss
> _int==1 & year==1997
  3. }
  487
  22
  19
  16
  15
  9
  5
  5
  0
  0
  0
  0

. foreach x of numlist 4/14 {
  2.     count if ever_return_after_4_miss_int ==1 & ever_return_after_`x'_miss
> _int==1 & year==1997
  3. }
  306
  16
  20
  6
  3
  2
  0
  0
  0
  0
  0

. foreach x of numlist 5/14 {
  2.     count if ever_return_after_5_miss_int ==1 & ever_return_after_`x'_miss
> _int==1 & year==1997
  3. }
  204
  7
  2
  4
  0
  0
  0
  0
  0
  0

. foreach x of numlist 6/14 {
  2.     count if ever_return_after_6_miss_int ==1 & ever_return_after_`x'_miss
> _int==1 & year==1997
  3. }
  171
  3
  0
  0
  0
  0
  0
  0
  0

. foreach x of numlist 7/14 {
  2.     count if ever_return_after_7_miss_int ==1 & ever_return_after_`x'_miss
> _int==1 & year==1997
  3. }
  150
  0
  0
  0
  0
  0
  0
  0

. foreach x of numlist 8/14 {
  2.     count if ever_return_after_8_miss_int ==1 & ever_return_after_`x'_miss
> _int==1 & year==1997
  3. }
  143
  0
  0
  0
  0
  0
  0

. foreach x of numlist 9/14 {
  2.     count if ever_return_after_9_miss_int ==1 & ever_return_after_`x'_miss
> _int==1 & year==1997
  3. }
  112
  0
  0
  0
  0
  0

. foreach x of numlist 10/14 {
  2.     count if ever_return_after_10_miss_int ==1 & ever_return_after_`x'_mis
> s_int==1 & year==1997
  3. }
  82
  0
  0
  0
  0

. foreach x of numlist 11/14 {
  2.     count if ever_return_after_11_miss_int ==1 & ever_return_after_`x'_mis
> s_int==1 & year==1997
  3. }
  74
  0
  0
  0

. foreach x of numlist 12/14 {
  2.     count if ever_return_after_12_miss_int ==1 & ever_return_after_`x'_mis
> s_int==1 & year==1997
  3. }
  59
  0
  0

. foreach x of numlist 13/14 {
  2.     count if ever_return_after_13_miss_int ==1 & ever_return_after_`x'_mis
> s_int==1 & year==1997
  3. }
  52
  0

. 
. foreach x of numlist 1/14 {
  2.     sum ever_return_after_`x'_miss_int if ever_miss_`x'_int==1 & year==199
> 7
  3. }

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
~_1_miss_int |      3,644           1           0          1          1

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
~_2_miss_int |        936           1           0          1          1

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
~_3_miss_int |        487           1           0          1          1

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
~_4_miss_int |        306           1           0          1          1

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
e~5_miss_int |        204           1           0          1          1

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
e~6_miss_int |        171           1           0          1          1

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
e~7_miss_int |        150           1           0          1          1

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
e~8_miss_int |        143           1           0          1          1

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
e~9_miss_int |        112           1           0          1          1

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
e~0_miss_int |         82           1           0          1          1

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
~11_miss_int |         74           1           0          1          1

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
~12_miss_int |         59           1           0          1          1

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
~13_miss_int |         52           1           0          1          1

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
~14_miss_int |        111           1           0          1          1

. 
. sum ever_return_after_3plus_miss_int if ever_miss_3plus_int==1 & year==1997

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
e~s_miss_int |      1,635           1           0          1          1

. 
. tab age_at_miss_int            if age_at_miss_int>0, mi

age_at_miss |
       _int |      Freq.     Percent        Cum.
------------+-----------------------------------
         14 |         78        0.36        0.36
         15 |        205        0.95        1.31
         16 |        346        1.61        2.92
         17 |        554        2.57        5.50
         18 |        831        3.86        9.36
         19 |      1,034        4.80       14.16
         20 |      1,198        5.57       19.72
         21 |      1,348        6.26       25.99
         22 |      1,381        6.42       32.40
         23 |      1,480        6.88       39.28
         24 |      1,585        7.36       46.64
         25 |      1,525        7.08       53.72
         26 |      1,534        7.13       60.85
         27 |      1,519        7.06       67.91
         28 |      1,230        5.71       73.62
         29 |      1,287        5.98       79.60
         30 |      1,007        4.68       84.28
         31 |      1,084        5.04       89.31
         32 |        735        3.41       92.73
         33 |        751        3.49       96.21
         34 |        415        1.93       98.14
         35 |        400        1.86      100.00
------------+-----------------------------------
      Total |     21,527      100.00

. tab age_at_miss_int birth_year if age_at_miss_int>0, mi col nofreq

age_at_mis |                       BIRTH YEAR
     s_int |      1980       1981       1982       1983       1984 |     Total
-----------+-------------------------------------------------------+----------
        14 |      0.00       0.00       0.00       0.00       2.23 |      0.36 
        15 |      0.00       0.00       0.00       3.00       2.60 |      0.95 
        16 |      0.00       0.00       2.69       3.27       3.11 |      1.61 
        17 |      0.00       2.83       3.49       3.35       3.86 |      2.57 
        18 |      3.02       4.04       4.16       4.43       3.80 |      3.86 
        19 |      4.22       4.71       5.32       4.61       5.34 |      4.80 
        20 |      5.14       5.70       5.23       5.16       6.80 |      5.57 
        21 |      5.77       5.55       5.77       7.01       7.77 |      6.26 
        22 |      5.63       5.94       6.46       7.64       6.83 |      6.42 
        23 |      6.12       7.19       7.18       6.56       7.46 |      6.88 
        24 |      6.89       8.24       6.54       7.46       7.63 |      7.36 
        25 |      7.34       6.56       7.34       7.06       7.20 |      7.08 
        26 |      6.65       7.32       6.94       7.17       7.69 |      7.13 
        27 |      6.89       6.84       6.54       7.24       8.03 |      7.06 
        28 |      6.47       6.58       6.94       7.48       0.00 |      5.71 
        29 |      5.89       6.60       7.41       0.00       9.94 |      5.98 
        30 |      6.75       6.45       0.00       9.11       0.00 |      4.68 
        31 |      7.22       0.00       9.27       0.00       9.71 |      5.04 
        32 |      0.00       7.34       0.00       9.46       0.00 |      3.41 
        33 |      7.83       0.00       8.72       0.00       0.00 |      3.49 
        34 |      0.00       8.11       0.00       0.00       0.00 |      1.93 
        35 |      8.16       0.00       0.00       0.00       0.00 |      1.86 
-----------+-------------------------------------------------------+----------
     Total |    100.00     100.00     100.00     100.00     100.00 |    100.00 


. tab year_miss_int              if year_miss_int>0, mi // show momentary inter
> view missers

year_miss_i |
         nt |      Freq.     Percent        Cum.
------------+-----------------------------------
       1998 |        598        2.78        2.78
       1999 |        776        3.60        6.38
       2000 |        904        4.20       10.58
       2001 |      1,102        5.12       15.70
       2002 |      1,088        5.05       20.76
       2003 |      1,230        5.71       26.47
       2004 |      1,482        6.88       33.35
       2005 |      1,646        7.65       41.00
       2006 |      1,425        6.62       47.62
       2007 |      1,566        7.27       54.89
       2008 |      1,494        6.94       61.83
       2009 |      1,425        6.62       68.45
       2010 |      1,505        6.99       75.44
       2011 |      1,561        7.25       82.70
       2013 |      1,844        8.57       91.26
       2015 |      1,881        8.74      100.00
------------+-----------------------------------
      Total |     21,527      100.00

. tab last_survey_year           if  year==2015 // show cumulative attrition in
>  our sample (either because of permanent attrition from NLSY or having missed
>  3+ interviews)

last_survey |
      _year |      Freq.     Percent        Cum.
------------+-----------------------------------
       1997 |        256        2.85        2.85
       1998 |        156        1.74        4.59
       1999 |        161        1.79        6.38
       2000 |        166        1.85        8.23
       2001 |        152        1.69        9.92
       2002 |        177        1.97       11.89
       2003 |        175        1.95       13.84
       2004 |        166        1.85       15.68
       2005 |         96        1.07       16.75
       2006 |        120        1.34       18.09
       2007 |         83        0.92       19.01
       2008 |         90        1.00       20.01
       2014 |        722        8.04       28.05
       2015 |      6,464       71.95      100.00
------------+-----------------------------------
      Total |      8,984      100.00

. tab last_survey_year_hasty     if  year==2015 // show cumulative attrition in
>  our sample if we never made use of backfilled observations

last_survey |
_year_hasty |      Freq.     Percent        Cum.
------------+-----------------------------------
       1997 |        598        6.66        6.66
       1998 |        428        4.76       11.42
       1999 |        370        4.12       15.54
       2000 |        385        4.29       19.82
       2001 |        256        2.85       22.67
       2002 |        269        2.99       25.67
       2003 |        350        3.90       29.56
       2004 |        344        3.83       33.39
       2005 |        174        1.94       35.33
       2006 |        187        2.08       37.41
       2007 |        136        1.51       38.92
       2008 |        104        1.16       40.08
       2009 |         94        1.05       41.13
       2010 |        105        1.17       42.30
       2012 |        218        2.43       44.72
       2014 |        157        1.75       46.47
       2015 |      4,809       53.53      100.00
------------+-----------------------------------
      Total |      8,984      100.00

. tab max_nonmissing_int_year    if year==2015 // show cumulative attrition in 
> our sample if we always used backfilled obs (i.e. if we kept super-long misse
> d spells)

max_nonmiss |
ing_int_yea |
          r |      Freq.     Percent        Cum.
------------+-----------------------------------
       2014 |      1,881       20.94       20.94
       2015 |      7,103       79.06      100.00
------------+-----------------------------------
      Total |      8,984      100.00

. /* See ../NLSY97AttritionSummary.xlsx for spreadsheet of last four lines */
. 
end of do-file

. 
. * No need to create HS transcript variables, this is done in y97_create_demog
> raphics
. 
. * Create schooling variables
. do y97_create_school.do

. *-------------------------------------
. * Generate date Graduated High School 
. *-------------------------------------
. genera Diploma_date = 239+Months_to_HS_diploma
(83,990 missing values generated)

. genera GED_date     = 239+Months_to_GED
(292,337 missing values generated)

. 
. format GED_date     %tm

. format Diploma_date %tm

. label  variable Diploma_date "Date received HS Diploma"

. label  variable GED_date     "Date received GED"

. 
. gen Diploma_year = 1960+floor(Diploma_date/12)
(83,990 missing values generated)

. gen GED_year     = 1960+floor(GED_date/12)
(292,337 missing values generated)

. 
. generat HS_date = min(Diploma_date,GED_date)
(43,919 missing values generated)

. replace HS_date = Diploma_date if ~mi(Diploma_date) &  mi(GED_date)
(0 real changes made)

. replace HS_date = GED_date     if  mi(Diploma_date) & ~mi(GED_date)
(0 real changes made)

. 
. format  HS_date %tm

. label   variable HS_date "Date received HS Diploma OR GED (or earliest one if
>  both)"

. 
. gen HS_year = 1960+floor(HS_date/12)
(43,919 missing values generated)

. 
. * Do I need these lines of code???
. * gen first_int_missed_range = First_year_missed_int-Diploma_year
. * gen last_int_missed_range = Last_year_missed_int-Diploma_year
. 
. *------------------------------------------
. * Generate date received degree variables  
. *------------------------------------------
. genera BA_date   = 239+Months_to_BA_degree
(251,970 missing values generated)

. genera AA_date   = 239+Months_to_AA_degree
(295,001 missing values generated)

. genera Prof_date = 239+Months_to_Prof_degree
(328,486 missing values generated)

. genera PhD_date  = 239+Months_to_PhD_degree
(330,817 missing values generated)

. genera MA_date   = 239+Months_to_MA_degree
(312,909 missing values generated)

. 
. generat Grad_date = min(MA_date,Prof_date,PhD_date)
(307,988 missing values generated)

. replace Grad_date = min(MA_date,Prof_date         ) if ~mi(MA_date) & ~mi(Pro
> f_date) &  mi(PhD_date)
(0 real changes made)

. replace Grad_date = min(MA_date          ,PhD_date) if ~mi(MA_date) &  mi(Pro
> f_date) & ~mi(PhD_date)
(0 real changes made)

. replace Grad_date = min(        Prof_date,PhD_date) if  mi(MA_date) & ~mi(Pro
> f_date) & ~mi(PhD_date)
(0 real changes made)

. replace Grad_date = MA_date                         if ~mi(MA_date) &  mi(Pro
> f_date) &  mi(PhD_date)
(0 real changes made)

. replace Grad_date = Prof_date                       if  mi(MA_date) & ~mi(Pro
> f_date) &  mi(PhD_date)
(0 real changes made)

. replace Grad_date = PhD_date                        if  mi(MA_date) &  mi(Pro
> f_date) & ~mi(PhD_date)
(0 real changes made)

. 
. format Grad_date %tm

. format BA_date   %tm

. format AA_date   %tm

. format Prof_date %tm

. format PhD_date  %tm

. format MA_date   %tm

. label variable Grad_date "Date received Graduate Degree (or earliest of gradu
> ate degrees if multiple)"

. label variable age       "Age (in years) on Jan 1, 1997"

. label variable BA_date   "Date received BA degree"

. label variable AA_date   "Date received AA degree"

. label variable MA_date   "Date received MA degree"

. label variable PhD_date  "Date received PhD degree"

. label variable Prof_date "Date received Professional degree"

. 
. gener BA_year   = floor(BA_date/12+1960)
(251,970 missing values generated)

. gener AA_year   = floor(AA_date/12+1960)
(295,001 missing values generated)

. gener PhD_year  = floor(PhD_date/12+1960)
(330,817 missing values generated)

. gener MA_year   = floor(MA_date/12+1960)
(312,909 missing values generated)

. gener Prof_year = floor(Prof_date/12+1960)
(328,486 missing values generated)

. gener Grad_year = floor(Grad_date/12+1960)
(307,988 missing values generated)

. label variable AA_year   "Year received AA degree"

. label variable BA_year   "Year received BA degree"

. label variable MA_year   "Year received MA degree"

. label variable Prof_year "Year received Prof degree"

. label variable PhD_year  "Year received PhD degree"

. label variable Grad_year "Year received 1st advanced (graduate) degree"

. 
. format BA_date %10.0g

. format AA_date %10.0g

. 
. gen BA_month      = mod(BA_date,12)+1
(251,970 missing values generated)

. gen AA_month      = mod(AA_date,12)+1
(295,001 missing values generated)

. gen GED_month     = mod(GED_date,12)+1
(292,337 missing values generated)

. gen Diploma_month = mod(Diploma_date,12)+1
(83,990 missing values generated)

. gen HS_month      = mod(HS_date,12)+1
(43,919 missing values generated)

. gen PhD_month     = mod(PhD_date,12)+1
(330,817 missing values generated)

. gen MA_month      = mod(MA_date,12)+1
(312,909 missing values generated)

. gen Prof_month    = mod(Prof_date,12)+1
(328,486 missing values generated)

. gen Grad_month    = mod(Grad_date,12)+1
(307,988 missing values generated)

. 
. format BA_date %tm

. format AA_date %tm

. 
. drop Months_to_BA_degree Months_to_AA_degree Months_to_MA_degree Months_to_Pr
> of_degree Months_to_PhD_degree Months_to_HS_diploma

. 
. do BA_impute // this file imputes BA date for those who reported receiving a 
> BA or higher, but who didn't report a specific date

. **************************************************
. * This do-file identifies individuals who reported
. * receiving a BA or higher, but did not report the
. * date of that BA
. **************************************************
. 
. * generate a list of IDs in question
. qui tab ID if inrange(Highest_degree_ever_cum,4,7) & year==2016 & mi(BA_date)

. disp "Number of individuals for whom to impute graduation date: `r(r)'"
Number of individuals for whom to impute graduation date: 181

. 
. * create a numlist from this (to loop over)
. preserve

.         tempfile BAimp

.         keep if inrange(Highest_degree_ever_cum,4,7) & mi(BA_date)
(325,711 observations deleted)

.         
.         * get last month and last year enrolled in undergraduate institution 
> for these people
.         foreach months in Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec {
  2.                 gen undergrad`months' = 1 if College_enrollment_`months'==
> 3
  3.         }
(5,685 missing values generated)
(5,703 missing values generated)
(5,712 missing values generated)
(5,718 missing values generated)
(5,727 missing values generated)
(5,802 missing values generated)
(5,806 missing values generated)
(5,674 missing values generated)
(5,638 missing values generated)
(5,636 missing values generated)
(5,644 missing values generated)
(5,658 missing values generated)

.         egen monthsUndergrad = rowtotal(undergrad???)

.         
.         generat lastMonthUndergrad = .
(6,697 missing values generated)

.         replace lastMonthUndergrad = 1  if ~mi(undergradJan) & mi(undergradFe
> b) & mi(undergradMar) & mi(undergradApr) & mi(undergradMay) & mi(undergradJun
> ) & mi(undergradJul) & mi(undergradAug) & mi(undergradSep) & mi(undergradOct)
>  & mi(undergradNov) & mi(undergradDec)
(19 real changes made)

.         replace lastMonthUndergrad = 2  if ~mi(undergradFeb) & mi(undergradMa
> r) & mi(undergradApr) & mi(undergradMay) & mi(undergradJun) & mi(undergradJul
> ) & mi(undergradAug) & mi(undergradSep) & mi(undergradOct) & mi(undergradNov)
>  & mi(undergradDec)
(8 real changes made)

.         replace lastMonthUndergrad = 3  if ~mi(undergradMar) & mi(undergradAp
> r) & mi(undergradMay) & mi(undergradJun) & mi(undergradJul) & mi(undergradAug
> ) & mi(undergradSep) & mi(undergradOct) & mi(undergradNov) & mi(undergradDec)
(9 real changes made)

.         replace lastMonthUndergrad = 4  if ~mi(undergradApr) & mi(undergradMa
> y) & mi(undergradJun) & mi(undergradJul) & mi(undergradAug) & mi(undergradSep
> ) & mi(undergradOct) & mi(undergradNov) & mi(undergradDec)
(11 real changes made)

.         replace lastMonthUndergrad = 5  if ~mi(undergradMay) & mi(undergradJu
> n) & mi(undergradJul) & mi(undergradAug) & mi(undergradSep) & mi(undergradOct
> ) & mi(undergradNov) & mi(undergradDec)
(68 real changes made)

.         replace lastMonthUndergrad = 6  if ~mi(undergradJun) & mi(undergradJu
> l) & mi(undergradAug) & mi(undergradSep) & mi(undergradOct) & mi(undergradNov
> ) & mi(undergradDec)
(12 real changes made)

.         replace lastMonthUndergrad = 7  if ~mi(undergradJul) & mi(undergradAu
> g) & mi(undergradSep) & mi(undergradOct) & mi(undergradNov) & mi(undergradDec
> )
(6 real changes made)

.         replace lastMonthUndergrad = 8  if ~mi(undergradAug) & mi(undergradSe
> p) & mi(undergradOct) & mi(undergradNov) & mi(undergradDec)
(8 real changes made)

.         replace lastMonthUndergrad = 9  if ~mi(undergradSep) & mi(undergradOc
> t) & mi(undergradNov) & mi(undergradDec)
(5 real changes made)

.         replace lastMonthUndergrad = 10 if ~mi(undergradOct) & mi(undergradNo
> v) & mi(undergradDec)
(12 real changes made)

.         replace lastMonthUndergrad = 11 if ~mi(undergradNov) & mi(undergradDe
> c)
(23 real changes made)

.         replace lastMonthUndergrad = 12 if ~mi(undergradDec)
(1,039 real changes made)

.         replace lastMonthUndergrad = .  if monthsUndergrad==1 & lastMonthUnde
> rgrad>1 & ~mi(lastMonthUndergrad) // to correct for survey error
(9 real changes made, 9 to missing)

.         
.         generat YrEnrUndergrad = year*(~mi(lastMonthUndergrad))

.         generat MoEnrUndergrad = lastMonthUndergrad*(~mi(lastMonthUndergrad))
(5,486 missing values generated)

.         bys ID: egen LastYrEnrUndergrad = max(YrEnrUndergrad)

.         recode LastYrEnrUndergrad (0 = .)
(LastYrEnrUndergrad: 222 changes made)

.         gen LastMoEnrUndergradA = MoEnrUndergrad if year==LastYrEnrUndergrad
(6,522 missing values generated)

.         bys ID: egen LastMoEnrUndergrad = mean(LastMoEnrUndergradA)
(222 missing values generated)

.         
.         * l ID year lastMonthUndergrad YrEnrUndergrad LastYrEnrUndergrad MoEn
> rUndergrad LastMoEnrUndergrad if inlist(ID,135,245,294,301,305) & year>1996, 
> sepby(ID)
.         mdesc LastYrEnrUndergrad LastMoEnrUndergrad
     Variable      Missing      Total     Missing/Total
    ------------------------------------------------------------
LastYrEnrU~d         222        6697        .033149
LastMoEnrU~d         222        6697        .033149

.         keep ID year LastYrEnrUndergrad LastMoEnrUndergrad

.         save `BAimp', replace
(note: file /tmp/St439613.000002 not found)
file /tmp/St439613.000002 saved

. restore

. 
. * impute the month after this as the graduation date
. merge 1:1 ID year using `BAimp', nogen

    Result                           # of obs.
    -----------------------------------------
    not matched                       325,711
        from master                   325,711  
        from using                          0  

    matched                             6,697  
    -----------------------------------------

. 
. replace BA_month = LastMoEnrUndergrad   if mi(BA_month) & ~mi(LastMoEnrUnderg
> rad)
(6,475 real changes made)

. replace BA_year  = LastYrEnrUndergrad   if mi(BA_year ) & ~mi(LastYrEnrUnderg
> rad)
(6,475 real changes made)

. replace BA_date  = ym(BA_year,BA_month) if mi(BA_date ) & ~mi(LastYrEnrUnderg
> rad)
(6,475 real changes made)

. 
. drop LastMoEnrUndergrad LastYrEnrUndergrad

. 
. *------------------------------------------------------
. * take away grad degrees that appear to be mis-reported
. *------------------------------------------------------
. replace Grad_date  = . if Grad_date<BA_date
(333 real changes made, 333 to missing)

. replace Grad_year  = . if Grad_date<BA_date
(0 real changes made)

. replace Grad_month = . if Grad_date<BA_date
(0 real changes made)

. 
end of do-file

. 
. * Anyone who reports concurrent enrollment in HS and college is assumed to be
>  only in HS
. foreach x in Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec {
  2.         replace College_enrollment_`x' = 1 if School_Enrollment_Status_`x'
> ==2 & inlist(College_enrollment_`x',2,3)
  3. }
(111 real changes made)
(87 real changes made)
(88 real changes made)
(100 real changes made)
(132 real changes made)
(126 real changes made)
(24 real changes made)
(50 real changes made)
(84 real changes made)
(83 real changes made)
(90 real changes made)
(91 real changes made)

. 
. *-------------------------------------------------------------
. * Get the Schooling Status for each person in October
. *-------------------------------------------------------------
. gen in_secondary_school = School_Enrollment_Status_Oct==2

. gen in_2yr              = College_enrollment_Oct==2

. gen in_4yr              = College_enrollment_Oct==3

. gen in_college          = in_2yr | in_4yr

. gen in_grad_school      = College_enrollment_Oct==4

. 
. *-------------------------------------------------------------
. * Get schooling "experience"
. *-------------------------------------------------------------
. bys ID (year): gen colexper = sum(L.in_college)

. 
. *-------------------------------------------------------------
. * Get flag for HS dropout status (to be dropped later)
. *-------------------------------------------------------------
. gen HS_dropout = Highest_degree_ever_cum==0 | (mi(Highest_degree_ever_cum) & 
> mi(HS_date))

. 
. *-------------------------------------------------------
. * Absorbing indicators for attainment of various degrees 
. *-------------------------------------------------------
. bys ID (year): gen grad_Graduate = (mdy(11,1,year)>=dofm(Grad_date   ))

. bys ID (year): gen grad_4yr      = (mdy(11,1,year)>=dofm(BA_date     ))

. bys ID (year): gen grad_2yr      = (mdy(11,1,year)>=dofm(AA_date     ))

. bys ID (year): gen grad_Diploma  = (mdy(11,1,year)>=dofm(Diploma_date))

. bys ID (year): gen grad_GED      = (mdy(11,1,year)>=dofm(GED_date    ))

. bys ID (year): gen grad_HS       = (mdy(11,1,year)>=dofm(HS_date     ))

. 
. bys ID (year): replace grad_Graduate = 0 if year==2016 & grad_Graduate[_n-1]=
> =0
(1 real change made)

. bys ID (year): replace grad_4yr      = 0 if year==2016 & grad_4yr[_n-1]==0
(12 real changes made)

. bys ID (year): replace grad_2yr      = 0 if year==2016 & grad_2yr[_n-1]==0
(5 real changes made)

. bys ID (year): replace grad_Diploma  = 0 if year==2016 & grad_Diploma[_n-1]==
> 0
(0 real changes made)

. bys ID (year): replace grad_GED      = 0 if year==2016 & grad_GED[_n-1]==0
(2 real changes made)

. bys ID (year): replace grad_HS       = 0 if year==2016 & grad_HS[_n-1]==0
(2 real changes made)

. 
. *-------------------------------------------------------
. * Anyone who reports college graduation but never reports
. * college enrollment should not be a college graduate
. * 5 IDs: 133, 380, 598, 2848, 8072
. * [to get these IDs, type tab ID if grad_4yr==1 & colexper==0]
. *-------------------------------------------------------
. replace grad_4yr = 0 if inlist(ID,133,380,598,2848,8072)
(66 real changes made)

. replace BA_date  = . if inlist(ID,133,380,598,2848,8072)
(185 real changes made, 185 to missing)

. replace BA_year  = . if inlist(ID,133,380,598,2848,8072)
(185 real changes made, 185 to missing)

. replace BA_month = . if inlist(ID,133,380,598,2848,8072)
(185 real changes made, 185 to missing)

. 
. *-------------------------------------------------------
. * Indicators for ever attaining certain degrees
. *-------------------------------------------------------
. bys ID (year): egen ever_grad_Graduate = max(grad_Graduate)

. bys ID (year): egen ever_grad_4yr      = max(grad_4yr     )

. bys ID (year): egen ever_grad_2yr      = max(grad_2yr     )

. bys ID (year): egen ever_grad_Diploma  = max(grad_Diploma )

. bys ID (year): egen ever_grad_GED      = max(grad_GED     )

. bys ID (year): egen ever_grad_HS       = max(grad_HS      )

. 
. bys ID (year): egen ever_start_grad    = max(in_grad_school)

. bys ID (year): egen ever_start_4yr     = max(in_4yr        )

. bys ID (year): egen ever_start_2yr     = max(in_2yr        )

. bys ID (year): egen ever_start_college = max(in_college    )

. 
end of do-file

. 
. * No need to create college transcript variables, this is done in y97_import_
> college_transcript
. 
. * Create college variables
. do y97_create_college.do

. * Formula for backing out college term: CollegeTerm_Feb2012 = CollegeTypeTerm
> _Feb2012-round(CollegeTypeTerm_Feb2012,1000)
. * First two digits are college type (public, private, religious, other)
. * Second two digits are term number
. 
. 
. * Code for applying college number/term grades to month enrolled:
. * foreach c in 1/`=maxcoll' {
.     * foreach t in 1/`=maxterm' {
.         * replace GPA_new = College`c'_GPA_Term`t'_ if CollegeID_Oct==Newscho
> ol_ID`c'_ & CollegeTypeTerm_Oct-round(CollegeTypeTerm_Oct,1000)==`t'
.         * replace Major1_new = College`c'_GPA_Term`t'_ if CollegeID_Oct==News
> chool_ID`c'_ & CollegeTypeTerm_Oct-round(CollegeTypeTerm_Oct,1000)==`t'
.         * replace Major2_new = College`c'_GPA_Term`t'_ if CollegeID_Oct==News
> chool_ID`c'_ & CollegeTypeTerm_Oct-round(CollegeTypeTerm_Oct,1000)==`t'
.     * }
. * }
. 
. *------------------------------------------------------------------
. * Make sure school info is truly missing with .n before backfilling
. *------------------------------------------------------------------
. forvalues x = 1/8 {
  2.     if inlist(`x',1) {
  3.         local maxy = 26
  4.     }
  5.     else if inlist(`x',2) {
  6.         local maxy = 18
  7.     }
  8.     else if inlist(`x',3) {
  9.         local maxy = 17
 10.     }
 11.     else if inlist(`x',4) {
 12.         local maxy = 7
 13.     }
 14.     else if inlist(`x',5) {
 15.         local maxy = 8
 16.     }
 17.     else if inlist(`x',6,7,8) {
 18.         local maxy = 3
 19.     }
 20.     forvalues y = 1/`maxy' {
 21.         disp "College `x', Term `y'"
 22.         l ID year miss_interview Coll`x'_GPA_Term`y'_ Major1_Coll`x'_Term`
> y'_ Major2_Coll`x'_Term`y'_ EnrM_Coll`x'_Term`y'_ EnrY_Coll`x'_Term`y'_  if (
> ~mi(EnrY_Coll`x'_Term`y'_  ) | ~mi(Coll`x'_GPA_Term`y'_) | ~mi(Major1_Coll`x'
> _Term`y'_) | ~mi(Major2_Coll`x'_Term`y'_) | ~mi(EnrM_Coll`x'_Term`y'_  )) & m
> iss_interview
 23.         qui replace Coll`x'_GPA_Term`y'_            = .n if miss_interview
 24.         qui replace Coll`x'_LetterGPA_Term`y'_      = .n if miss_interview
 25.         qui replace Major1_Coll`x'_Term`y'_         = .n if miss_interview
 26.         qui replace Major2_Coll`x'_Term`y'_         = .n if miss_interview
 27.         qui replace EnrM_Coll`x'_Term`y'_           = .n if miss_interview
 28.         qui replace EnrY_Coll`x'_Term`y'_           = .n if miss_interview
 29.         qui replace Coll`x'_Tuition_Term`y'_        = .n if miss_interview
 30.         qui replace Coll`x'_OOP_Term`y'_            = .n if miss_interview
 31.         qui replace Coll`x'_RecFromPar_Term`y'_     = .n if miss_interview
 32.         qui replace Coll`x'_RecFromFath_Term`y'_    = .n if miss_interview
 33.         qui replace Coll`x'_RecFromGpar_Term`y'_    = .n if miss_interview
 34.         qui replace Coll`x'_RecFromMoth_Term`y'_    = .n if miss_interview
 35.         qui replace Coll`x'_RecFromNone_Term`y'_    = .n if miss_interview
 36.         qui replace Coll`x'_RecFromORel_Term`y'_    = .n if miss_interview
 37.         qui replace Coll`x'_TotGiftFrFam1_Term`y'_  = .n if miss_interview
 38.         qui replace Coll`x'_TotGiftFrFam2_Term`y'_  = .n if miss_interview
 39.         qui replace Coll`x'_TotGiftFrFam3_Term`y'_  = .n if miss_interview
 40.         qui replace Coll`x'_TotGiftFrFam4_Term`y'_  = .n if miss_interview
 41.         qui replace Coll`x'_TotGiftFrFam5_Term`y'_  = .n if miss_interview
 42.         qui replace Coll`x'_TotLoanFrFam1_Term`y'_  = .n if miss_interview
 43.         qui replace Coll`x'_TotLoanFrFam2_Term`y'_  = .n if miss_interview
 44.         qui replace Coll`x'_TotLoanFrFam3_Term`y'_  = .n if miss_interview
 45.         qui replace Coll`x'_TotLoanFrFam4_Term`y'_  = .n if miss_interview
 46.         qui replace Coll`x'_TotLoanFrFam5_Term`y'_  = .n if miss_interview
 47.         qui replace Coll`x'_RecFamily_Term`y'_      = .n if miss_interview
 48.         qui replace Coll`x'_HrsInClass_Term`y'_     = .n if miss_interview
 49.         qui replace Coll`x'_FTorPT_Term`y'_         = .n if miss_interview
 50.         qui replace Coll`x'_CredsTaken_Term`y'_     = .n if miss_interview
 51.         qui replace Coll`x'_EntCredEarn_Term`y'_    = .n if miss_interview
 52.         qui replace Coll`x'_CredsEarned_Term`y'_    = .n if miss_interview
 53.     }
 54. }
College 1, Term 1

        +---------------------------------------------------------------+
307612. |   ID | year | miss_i~w | Coll1_.. | Major1_Coll1.. | Major2.. |
        | 8342 | 2010 |        1 |       .n | Home economics |       .n |
        |---------------------------------------------------------------|
        |           EnrM_C..            |           EnrY_C..            |
        |                 .n            |                 .n            |
        +---------------------------------------------------------------+
College 1, Term 2

        +---------------------------------------------------------------+
307612. |   ID | year | miss_i~w | Coll1_.. | Major1_Coll1.. | Major2.. |
        | 8342 | 2010 |        1 |       .n | Home economics |       .n |
        |---------------------------------------------------------------|
        |           EnrM_C..            |           EnrY_C..            |
        |                 .n            |                 .n            |
        +---------------------------------------------------------------+
College 1, Term 3
College 1, Term 4
College 1, Term 5
College 1, Term 6
College 1, Term 7
College 1, Term 8
College 1, Term 9
College 1, Term 10
College 1, Term 11
College 1, Term 12
College 1, Term 13
College 1, Term 14
College 1, Term 15
College 1, Term 16
College 1, Term 17
College 1, Term 18
College 1, Term 19
College 1, Term 20
College 1, Term 21
College 1, Term 22
College 1, Term 23
College 1, Term 24
College 1, Term 25
College 1, Term 26
College 2, Term 1
College 2, Term 2
College 2, Term 3
College 2, Term 4
College 2, Term 5
College 2, Term 6
College 2, Term 7
College 2, Term 8
College 2, Term 9
College 2, Term 10
College 2, Term 11
College 2, Term 12
College 2, Term 13
College 2, Term 14
College 2, Term 15
College 2, Term 16
College 2, Term 17
College 2, Term 18
College 3, Term 1
College 3, Term 2
College 3, Term 3

        +--------------------------------------------------------------------+
  5171. |   ID | year | miss_i~w | Coll3_.. | Major1.. | Major2.. | EnrM_C.. |
        |  140 | 2007 |        1 |      300 |       .n |       .n |       .n |
        |--------------------------------------------------------------------|
        |                              EnrY_C..                              |
        |                                    .n                              |
        +--------------------------------------------------------------------+

        +--------------------------------------------------------------------+
 20411. |   ID | year | miss_i~w | Coll3_.. | Major1.. | Major2.. | EnrM_C.. |
        |  552 | 2003 |        1 |        0 |       .n |       .n |       .n |
        |--------------------------------------------------------------------|
        |                              EnrY_C..                              |
        |                                    .n                              |
        +--------------------------------------------------------------------+

        +--------------------------------------------------------------------+
 23707. |   ID | year | miss_i~w | Coll3_.. | Major1.. | Major2.. | EnrM_C.. |
        |  641 | 2006 |        1 |      300 |       .n |       .n |       .n |
        |--------------------------------------------------------------------|
        |                              EnrY_C..                              |
        |                                    .n                              |
        +--------------------------------------------------------------------+

        +--------------------------------------------------------------------+
 43576. |   ID | year | miss_i~w | Coll3_.. | Major1.. | Major2.. | EnrM_C.. |
        | 1179 | 2006 |        1 |      350 |       .n |       .n |       .n |
        |--------------------------------------------------------------------|
        |                              EnrY_C..                              |
        |                                    .n                              |
        +--------------------------------------------------------------------+

        +--------------------------------------------------------------------+
 48163. |   ID | year | miss_i~w | Coll3_.. | Major1.. | Major2.. | EnrM_C.. |
        | 1303 | 2005 |        1 |      300 |       .n |       .n |       .n |
        |--------------------------------------------------------------------|
        |                              EnrY_C..                              |
        |                                    .n                              |
        +--------------------------------------------------------------------+

        +--------------------------------------------------------------------+
 89232. |   ID | year | miss_i~w | Coll3_.. | Major1.. | Major2.. | EnrM_C.. |
        | 2415 | 2004 |        1 |      350 |       .n |       .n |       .n |
        |--------------------------------------------------------------------|
        |                              EnrY_C..                              |
        |                                    .n                              |
        +--------------------------------------------------------------------+

        +--------------------------------------------------------------------+
118831. |   ID | year | miss_i~w | Coll3_.. | Major1.. | Major2.. | EnrM_C.. |
        | 3218 | 2003 |        1 |      270 |       .n |       .n |       .n |
        |--------------------------------------------------------------------|
        |                              EnrY_C..                              |
        |                                    .n                              |
        +--------------------------------------------------------------------+

        +--------------------------------------------------------------------+
153317. |   ID | year | miss_i~w | Coll3_.. | Major1.. | Major2.. | EnrM_C.. |
        | 4153 | 2005 |        1 |      340 |       .n |       .n |       .n |
        |--------------------------------------------------------------------|
        |                              EnrY_C..                              |
        |                                    .n                              |
        +--------------------------------------------------------------------+

        +--------------------------------------------------------------------+
156353. |   ID | year | miss_i~w | Coll3_.. | Major1.. | Major2.. | EnrM_C.. |
        | 4235 | 2007 |        1 |      350 |       .n |       .n |       .n |
        |--------------------------------------------------------------------|
        |                              EnrY_C..                              |
        |                                    .n                              |
        +--------------------------------------------------------------------+

        +--------------------------------------------------------------------+
188797. |   ID | year | miss_i~w | Coll3_.. | Major1.. | Major2.. | EnrM_C.. |
        | 5114 | 2002 |        1 |      380 |       .n |       .n |       .n |
        |--------------------------------------------------------------------|
        |                              EnrY_C..                              |
        |                                    .n                              |
        +--------------------------------------------------------------------+

        +--------------------------------------------------------------------+
195240. |   ID | year | miss_i~w | Coll3_.. | Major1.. | Major2.. | EnrM_C.. |
        | 5290 | 2007 |        1 |      300 |       .n |       .n |       .n |
        |--------------------------------------------------------------------|
        |                              EnrY_C..                              |
        |                                    .n                              |
        +--------------------------------------------------------------------+

        +--------------------------------------------------------------------+
252257. |   ID | year | miss_i~w | Coll3_.. | Major1.. | Major2.. | EnrM_C.. |
        | 6838 | 2007 |        1 |      300 |       .n |       .n |       .n |
        |--------------------------------------------------------------------|
        |                              EnrY_C..                              |
        |                                    .n                              |
        +--------------------------------------------------------------------+

        +--------------------------------------------------------------------+
266459. |   ID | year | miss_i~w | Coll3_.. | Major1.. | Major2.. | EnrM_C.. |
        | 7223 | 2001 |        1 |      300 |       .n |       .n |       .n |
        |--------------------------------------------------------------------|
        |                              EnrY_C..                              |
        |                                    .n                              |
        +--------------------------------------------------------------------+

        +--------------------------------------------------------------------+
272606. |   ID | year | miss_i~w | Coll3_.. | Major1.. | Major2.. | EnrM_C.. |
        | 7389 | 2006 |        1 |      247 |       .n |       .n |       .n |
        |--------------------------------------------------------------------|
        |                              EnrY_C..                              |
        |                                    .n                              |
        +--------------------------------------------------------------------+
College 3, Term 4
College 3, Term 5
College 3, Term 6
College 3, Term 7
College 3, Term 8
College 3, Term 9
College 3, Term 10
College 3, Term 11
College 3, Term 12
College 3, Term 13
College 3, Term 14
College 3, Term 15
College 3, Term 16
College 3, Term 17
College 4, Term 1
College 4, Term 2
College 4, Term 3
College 4, Term 4
College 4, Term 5
College 4, Term 6
College 4, Term 7
College 5, Term 1
College 5, Term 2
College 5, Term 3
College 5, Term 4
College 5, Term 5
College 5, Term 6
College 5, Term 7
College 5, Term 8
College 6, Term 1
College 6, Term 2
College 6, Term 3
College 7, Term 1
College 7, Term 2
College 7, Term 3
College 8, Term 1
College 8, Term 2
College 8, Term 3

. 
. *----------------------------
. * Backfill School Information
. *----------------------------
. ** CHECK THIS LOOP FOR ID 734, 826, 1179 FOR YEARS 2000-2007
. ** IT LOOKS LIKE THE .N MISSING VALUES MIGHT NOT BE CARRIED THROUGH IN THE RA
> W DATA
. l ID year miss_interview College_enrollment_Oct if ID==734 & inrange(year,200
> 0,2006)

        +----------------------------------------------------+
        |  ID   year   miss_i~w       College_enrollment_Oct |
        |----------------------------------------------------|
 27142. | 734   2000          1      Not enrolled in college |
 27143. | 734   2001          1      Not enrolled in college |
 27144. | 734   2002          1   Enrolled in 4-year college |
 27145. | 734   2003          1   Enrolled in 4-year college |
 27146. | 734   2004          1   Enrolled in 4-year college |
        |----------------------------------------------------|
 27147. | 734   2005          1   Enrolled in 4-year college |
 27148. | 734   2006          0      Not enrolled in college |
        +----------------------------------------------------+

. l ID year miss_interview Coll4_GPA_Term1_ Coll4_GPA_Term2_ Coll4_GPA_Term3_ C
> oll4_GPA_Term4_ Coll4_GPA_Term5_ Coll4_GPA_Term6_ Coll4_GPA_Term7_ if ID==734
>  & inrange(year,2000,2006)

        +-------------------------------------------------------------------+
 27142. |  ID | year | miss_i~w | Coll4_.. | Coll4_.. | Coll4_.. | Coll4_.. |
        | 734 | 2000 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      Coll4_..       |       Coll4_..       |       Coll4_..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27143. |  ID | year | miss_i~w | Coll4_.. | Coll4_.. | Coll4_.. | Coll4_.. |
        | 734 | 2001 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      Coll4_..       |       Coll4_..       |       Coll4_..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27144. |  ID | year | miss_i~w | Coll4_.. | Coll4_.. | Coll4_.. | Coll4_.. |
        | 734 | 2002 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      Coll4_..       |       Coll4_..       |       Coll4_..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27145. |  ID | year | miss_i~w | Coll4_.. | Coll4_.. | Coll4_.. | Coll4_.. |
        | 734 | 2003 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      Coll4_..       |       Coll4_..       |       Coll4_..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27146. |  ID | year | miss_i~w | Coll4_.. | Coll4_.. | Coll4_.. | Coll4_.. |
        | 734 | 2004 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      Coll4_..       |       Coll4_..       |       Coll4_..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27147. |  ID | year | miss_i~w | Coll4_.. | Coll4_.. | Coll4_.. | Coll4_.. |
        | 734 | 2005 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      Coll4_..       |       Coll4_..       |       Coll4_..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27148. |  ID | year | miss_i~w | Coll4_.. | Coll4_.. | Coll4_.. | Coll4_.. |
        | 734 | 2006 |        0 |      396 |      392 |      386 |      370 |
        |-------------------------------------------------------------------|
        |      Coll4_..       |       Coll4_..       |       Coll4_..       |
        |           343       |            359       |            360       |
        +-------------------------------------------------------------------+

. l ID year miss_interview EnrY_Coll4_Term1_ EnrY_Coll4_Term2_ EnrY_Coll4_Term3
> _ EnrY_Coll4_Term4_ EnrY_Coll4_Term5_ EnrY_Coll4_Term6_ EnrY_Coll4_Term7_ if 
> ID==734 & inrange(year,2000,2006)

        +-------------------------------------------------------------------+
 27142. |  ID | year | miss_i~w | EnrY_C.. | EnrY_C.. | EnrY_C.. | EnrY_C.. |
        | 734 | 2000 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      EnrY_C..       |       EnrY_C..       |       EnrY_C..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27143. |  ID | year | miss_i~w | EnrY_C.. | EnrY_C.. | EnrY_C.. | EnrY_C.. |
        | 734 | 2001 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      EnrY_C..       |       EnrY_C..       |       EnrY_C..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27144. |  ID | year | miss_i~w | EnrY_C.. | EnrY_C.. | EnrY_C.. | EnrY_C.. |
        | 734 | 2002 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      EnrY_C..       |       EnrY_C..       |       EnrY_C..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27145. |  ID | year | miss_i~w | EnrY_C.. | EnrY_C.. | EnrY_C.. | EnrY_C.. |
        | 734 | 2003 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      EnrY_C..       |       EnrY_C..       |       EnrY_C..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27146. |  ID | year | miss_i~w | EnrY_C.. | EnrY_C.. | EnrY_C.. | EnrY_C.. |
        | 734 | 2004 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      EnrY_C..       |       EnrY_C..       |       EnrY_C..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27147. |  ID | year | miss_i~w | EnrY_C.. | EnrY_C.. | EnrY_C.. | EnrY_C.. |
        | 734 | 2005 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      EnrY_C..       |       EnrY_C..       |       EnrY_C..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27148. |  ID | year | miss_i~w | EnrY_C.. | EnrY_C.. | EnrY_C.. | EnrY_C.. |
        | 734 | 2006 |        0 |     2002 |     2003 |     2003 |     2004 |
        |-------------------------------------------------------------------|
        |      EnrY_C..       |       EnrY_C..       |       EnrY_C..       |
        |          2004       |           2005       |           2005       |
        +-------------------------------------------------------------------+

. l ID year miss_interview Major1_Coll4_Term1_ Major1_Coll4_Term2_ Major1_Coll4
> _Term3_ Major1_Coll4_Term4_ Major1_Coll4_Term5_ Major1_Coll4_Term6_ Major1_Co
> ll4_Term7_ if ID==734 & inrange(year,2000,2006), nol

        +-------------------------------------------------------------------+
 27142. |  ID | year | miss_i~w | Major1.. | Major1.. | Major1.. | Major1.. |
        | 734 | 2000 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      Major1..       |       Major1..       |       Major1..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27143. |  ID | year | miss_i~w | Major1.. | Major1.. | Major1.. | Major1.. |
        | 734 | 2001 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      Major1..       |       Major1..       |       Major1..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27144. |  ID | year | miss_i~w | Major1.. | Major1.. | Major1.. | Major1.. |
        | 734 | 2002 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      Major1..       |       Major1..       |       Major1..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27145. |  ID | year | miss_i~w | Major1.. | Major1.. | Major1.. | Major1.. |
        | 734 | 2003 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      Major1..       |       Major1..       |       Major1..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27146. |  ID | year | miss_i~w | Major1.. | Major1.. | Major1.. | Major1.. |
        | 734 | 2004 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      Major1..       |       Major1..       |       Major1..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27147. |  ID | year | miss_i~w | Major1.. | Major1.. | Major1.. | Major1.. |
        | 734 | 2005 |        1 |       .n |       .n |       .n |       .n |
        |-------------------------------------------------------------------|
        |      Major1..       |       Major1..       |       Major1..       |
        |            .n       |             .n       |             .n       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27148. |  ID | year | miss_i~w | Major1.. | Major1.. | Major1.. | Major1.. |
        | 734 | 2006 |        0 |        7 |        7 |        7 |        7 |
        |-------------------------------------------------------------------|
        |      Major1..       |       Major1..       |       Major1..       |
        |             7       |              7       |             99       |
        +-------------------------------------------------------------------+

. l ID year miss_interview Grade_scale_Coll4_ Grade_scale_new_Coll4_ if ID==734
>  & inrange(year,2000,2006)

        +---------------------------------------------+
        |  ID   year   miss_i~w   Grade_..   Grade_.. |
        |---------------------------------------------|
 27142. | 734   2000          1          .         .n |
 27143. | 734   2001          1          .         .n |
 27144. | 734   2002          1          .         .n |
 27145. | 734   2003          1          .         .n |
 27146. | 734   2004          1          .         .n |
        |---------------------------------------------|
 27147. | 734   2005          1         .n          . |
 27148. | 734   2006          0          .   0 to 4.0 |
        +---------------------------------------------+

. 
. qui gen Grade_scale_Coll5_ = .

. qui gen Grade_scale_Coll6_ = .

. qui gen Grade_scale_Coll7_ = .

. qui gen Grade_scale_Coll8_ = .

. 
. forvalues x = 1/8 {
  2.     by ID: replace Newschool_ID`x'_         = Newschool_ID`x'_[_n+1]      
>    if inlist(year,2012,2014)
  3.     by ID: replace Newschool_Code`x'_       = Newschool_Code`x'_[_n+1]    
>    if inlist(year,2012,2014)
  4.     by ID: replace Grade_scale_Coll`x'_     = Grade_scale_Coll`x'_[_n+1]  
>    if inlist(year,2012,2014)
  5.     by ID: replace Grade_scale_new_Coll`x'_ = Grade_scale_new_Coll`x'_[_n+
> 1] if inlist(year,2012,2014)
  6. }
(17,968 real changes made, 15,156 to missing)
(17,968 real changes made, 15,206 to missing)
(17,968 real changes made, 17,501 to missing)
(17,968 real changes made, 17,340 to missing)
(17,968 real changes made, 17,615 to missing)
(17,968 real changes made, 17,626 to missing)
(0 real changes made)
(17,968 real changes made, 17,752 to missing)
(17,968 real changes made, 17,928 to missing)
(17,968 real changes made, 17,928 to missing)
(0 real changes made)
(17,968 real changes made, 17,939 to missing)
(17,968 real changes made, 17,963 to missing)
(17,968 real changes made, 17,963 to missing)
(0 real changes made)
(17,968 real changes made, 17,965 to missing)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)

. 
. forvalues x = 1/7 {
  2.     by ID: replace Reason_Left_School_`x'_ = Reason_Left_School_`x'_[_n+1]
>    if  inlist(year,2012,2014)
  3. }
(8,984 real changes made, 8,011 to missing)
(8,984 real changes made, 8,908 to missing)
(8,984 real changes made, 8,975 to missing)
(8,984 real changes made, 8,982 to missing)
(0 real changes made)
(0 real changes made)
(0 real changes made)

. 
. forvalues x = 1/8 {
  2.     if inlist(`x',1) {
  3.         local maxy = 26
  4.     }
  5.     else if inlist(`x',2) {
  6.         local maxy = 18
  7.     }
  8.     else if inlist(`x',3) {
  9.         local maxy = 17
 10.     }
 11.     else if inlist(`x',4) {
 12.         local maxy = 7
 13.     }
 14.     else if inlist(`x',5) {
 15.         local maxy = 8
 16.     }
 17.     else if inlist(`x',6,7,8) {
 18.         local maxy = 3
 19.     }
 20.     forvalues y = 1/`maxy' {
 21.         bys ID (year): replace Coll`x'_GPA_Term`y'_           = Coll`x'_GP
> A_Term`y'_[_n+1]           if inlist(year,2012,2014)
 22.         bys ID (year): replace Coll`x'_LetterGPA_Term`y'_     = Coll`x'_Le
> tterGPA_Term`y'_[_n+1]     if inlist(year,2012,2014)
 23.         bys ID (year): replace Major1_Coll`x'_Term`y'_        = Major1_Col
> l`x'_Term`y'_[_n+1]        if inlist(year,2012,2014)
 24.         bys ID (year): replace Major2_Coll`x'_Term`y'_        = Major2_Col
> l`x'_Term`y'_[_n+1]        if inlist(year,2012,2014)
 25.         bys ID (year): replace EnrM_Coll`x'_Term`y'_          = EnrM_Coll`
> x'_Term`y'_[_n+1]          if inlist(year,2012,2014)
 26.         bys ID (year): replace EnrY_Coll`x'_Term`y'_          = EnrY_Coll`
> x'_Term`y'_[_n+1]          if inlist(year,2012,2014)
 27.         bys ID (year): replace Coll`x'_Tuition_Term`y'_       = Coll`x'_Tu
> ition_Term`y'_[_n+1]       if inlist(year,2012,2014)
 28.         bys ID (year): replace Coll`x'_OOP_Term`y'_           = Coll`x'_OO
> P_Term`y'_[_n+1]           if inlist(year,2012,2014)
 29.         bys ID (year): replace Coll`x'_RecFromPar_Term`y'_    = Coll`x'_Re
> cFromPar_Term`y'_[_n+1]    if inlist(year,2012,2014)
 30.         bys ID (year): replace Coll`x'_RecFromFath_Term`y'_   = Coll`x'_Re
> cFromFath_Term`y'_[_n+1]   if inlist(year,2012,2014)
 31.         bys ID (year): replace Coll`x'_RecFromGpar_Term`y'_   = Coll`x'_Re
> cFromGpar_Term`y'_[_n+1]   if inlist(year,2012,2014)
 32.         bys ID (year): replace Coll`x'_RecFromMoth_Term`y'_   = Coll`x'_Re
> cFromMoth_Term`y'_[_n+1]   if inlist(year,2012,2014)
 33.         bys ID (year): replace Coll`x'_RecFromNone_Term`y'_   = Coll`x'_Re
> cFromNone_Term`y'_[_n+1]   if inlist(year,2012,2014)
 34.         bys ID (year): replace Coll`x'_RecFromORel_Term`y'_   = Coll`x'_Re
> cFromORel_Term`y'_[_n+1]   if inlist(year,2012,2014)
 35.         bys ID (year): replace Coll`x'_TotGiftFrFam1_Term`y'_ = Coll`x'_To
> tGiftFrFam1_Term`y'_[_n+1] if inlist(year,2012,2014)
 36.         bys ID (year): replace Coll`x'_TotGiftFrFam2_Term`y'_ = Coll`x'_To
> tGiftFrFam2_Term`y'_[_n+1] if inlist(year,2012,2014)
 37.         bys ID (year): replace Coll`x'_TotGiftFrFam3_Term`y'_ = Coll`x'_To
> tGiftFrFam3_Term`y'_[_n+1] if inlist(year,2012,2014)
 38.         bys ID (year): replace Coll`x'_TotGiftFrFam4_Term`y'_ = Coll`x'_To
> tGiftFrFam4_Term`y'_[_n+1] if inlist(year,2012,2014)
 39.         bys ID (year): replace Coll`x'_TotGiftFrFam5_Term`y'_ = Coll`x'_To
> tGiftFrFam5_Term`y'_[_n+1] if inlist(year,2012,2014)
 40.         bys ID (year): replace Coll`x'_TotLoanFrFam1_Term`y'_ = Coll`x'_To
> tLoanFrFam1_Term`y'_[_n+1] if inlist(year,2012,2014)
 41.         bys ID (year): replace Coll`x'_TotLoanFrFam2_Term`y'_ = Coll`x'_To
> tLoanFrFam2_Term`y'_[_n+1] if inlist(year,2012,2014)
 42.         bys ID (year): replace Coll`x'_TotLoanFrFam3_Term`y'_ = Coll`x'_To
> tLoanFrFam3_Term`y'_[_n+1] if inlist(year,2012,2014)
 43.         bys ID (year): replace Coll`x'_TotLoanFrFam4_Term`y'_ = Coll`x'_To
> tLoanFrFam4_Term`y'_[_n+1] if inlist(year,2012,2014)
 44.         bys ID (year): replace Coll`x'_TotLoanFrFam5_Term`y'_ = Coll`x'_To
> tLoanFrFam5_Term`y'_[_n+1] if inlist(year,2012,2014)
 45.         bys ID (year): replace Coll`x'_RecFamily_Term`y'_     = Coll`x'_Re
> cFamily_Term`y'_[_n+1]     if inlist(year,2012,2014)
 46.         bys ID (year): replace Coll`x'_HrsInClass_Term`y'_    = Coll`x'_Hr
> sInClass_Term`y'_[_n+1]    if inlist(year,2012,2014)
 47.         bys ID (year): replace Coll`x'_FTorPT_Term`y'_        = Coll`x'_FT
> orPT_Term`y'_[_n+1]        if inlist(year,2012,2014)
 48.         bys ID (year): replace Coll`x'_CredsTaken_Term`y'_    = Coll`x'_Cr
> edsTaken_Term`y'_[_n+1]    if inlist(year,2012,2014)
 49.         bys ID (year): replace Coll`x'_EntCredEarn_Term`y'_   = Coll`x'_En
> tCredEarn_Term`y'_[_n+1]   if inlist(year,2012,2014)
 50.         bys ID (year): replace Coll`x'_CredsEarned_Term`y'_   = Coll`x'_Cr
> edsEarned_Term`y'_[_n+1]   if inlist(year,2012,2014)
 51.     }
 52. }
(17,968 real changes made, 16,863 to missing)
(17,968 real changes made, 17,916 to missing)
(17,968 real changes made, 16,817 to missing)
(17,968 real changes made, 16,494 to missing)
(17,968 real changes made, 16,478 to missing)
(17,968 real changes made, 16,458 to missing)
(17,968 real changes made, 17,569 to missing)
(17,968 real changes made, 16,565 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(17,968 real changes made, 17,883 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(17,968 real changes made, 17,871 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(17,968 real changes made, 16,507 to missing)
(17,968 real changes made, 16,642 to missing)
(17,968 real changes made, 16,518 to missing)
(17,968 real changes made, 16,665 to missing)
(17,968 real changes made, 16,695 to missing)
(17,968 real changes made, 16,647 to missing)
(17,968 real changes made, 17,204 to missing)
(17,968 real changes made, 17,931 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(17,968 real changes made, 16,968 to missing)
(17,968 real changes made, 16,960 to missing)
(17,968 real changes made, 17,651 to missing)
(17,968 real changes made, 17,912 to missing)
(3,725 real changes made, 3,725 to missing)
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(3,725 real changes made, 3,725 to missing)
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(17,968 real changes made, 17,916 to missing)
(17,968 real changes made, 17,336 to missing)
(17,968 real changes made, 17,290 to missing)
(17,968 real changes made, 17,337 to missing)
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(17,968 real changes made, 17,618 to missing)
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(17,968 real changes made, 17,512 to missing)
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(17,968 real changes made, 17,933 to missing)
(17,968 real changes made, 17,555 to missing)
(17,968 real changes made, 17,526 to missing)
(17,968 real changes made, 17,555 to missing)
(17,968 real changes made, 17,571 to missing)
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(17,968 real changes made, 17,761 to missing)
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(3,725 real changes made, 3,725 to missing)
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(17,968 real changes made, 17,711 to missing)
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(10,865 real changes made, 10,864 to missing)
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(10,865 real changes made, 10,864 to missing)
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(17,968 real changes made, 17,951 to missing)
(17,968 real changes made, 17,724 to missing)
(17,968 real changes made, 17,713 to missing)
(17,968 real changes made, 17,728 to missing)
(17,968 real changes made, 17,737 to missing)
(17,968 real changes made, 17,727 to missing)
(17,968 real changes made, 17,865 to missing)
(17,968 real changes made, 17,965 to missing)
(3,725 real changes made, 3,725 to missing)
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(17,968 real changes made, 17,836 to missing)
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(3,725 real changes made, 3,725 to missing)
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(3,725 real changes made, 3,725 to missing)
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(3,725 real changes made, 3,725 to missing)
(17,968 real changes made, 17,958 to missing)
(17,968 real changes made, 17,845 to missing)
(17,968 real changes made, 17,839 to missing)
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(17,968 real changes made, 17,852 to missing)
(17,968 real changes made, 17,846 to missing)
(17,968 real changes made, 17,925 to missing)
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(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(17,968 real changes made, 17,907 to missing)
(17,968 real changes made, 17,905 to missing)
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(3,725 real changes made, 3,725 to missing)
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(3,725 real changes made, 3,725 to missing)
(10,865 real changes made, 10,864 to missing)
(3,725 real changes made, 3,725 to missing)
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(3,725 real changes made, 3,725 to missing)
(10,865 real changes made, 10,864 to missing)
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(17,968 real changes made, 17,965 to missing)
(17,968 real changes made, 17,910 to missing)
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(17,968 real changes made, 17,914 to missing)
(17,968 real changes made, 17,916 to missing)
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(17,968 real changes made, 17,946 to missing)
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(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(17,968 real changes made, 17,935 to missing)
(17,968 real changes made, 17,934 to missing)
(17,968 real changes made, 17,958 to missing)
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(3,725 real changes made, 3,725 to missing)
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(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(17,968 real changes made, 17,965 to missing)
(17,968 real changes made, 17,937 to missing)
(17,968 real changes made, 17,935 to missing)
(17,968 real changes made, 17,938 to missing)
(17,968 real changes made, 17,941 to missing)
(17,968 real changes made, 17,938 to missing)
(17,968 real changes made, 17,957 to missing)
(17,968 real changes made, 17,966 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(17,968 real changes made, 17,949 to missing)
(17,968 real changes made, 17,949 to missing)
(17,968 real changes made, 17,961 to missing)
(10,865 real changes made, 10,861 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
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(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(10,865 real changes made, 10,861 to missing)
(17,968 real changes made, 17,952 to missing)
(17,968 real changes made, 17,950 to missing)
(17,968 real changes made, 17,952 to missing)
(17,968 real changes made, 17,954 to missing)
(17,968 real changes made, 17,952 to missing)
(17,968 real changes made, 17,964 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(17,968 real changes made, 17,964 to missing)
(17,968 real changes made, 17,964 to missing)
(17,968 real changes made, 17,967 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(17,968 real changes made, 17,964 to missing)
(17,968 real changes made, 17,964 to missing)
(17,968 real changes made, 17,964 to missing)
(17,968 real changes made, 17,964 to missing)
(17,968 real changes made, 17,964 to missing)
(17,968 real changes made, 17,966 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(17,968 real changes made, 17,966 to missing)
(17,968 real changes made, 17,966 to missing)
(17,968 real changes made, 17,967 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(17,968 real changes made, 17,966 to missing)
(17,968 real changes made, 17,966 to missing)
(17,968 real changes made, 17,966 to missing)
(17,968 real changes made, 17,966 to missing)
(17,968 real changes made, 17,966 to missing)
(10,865 real changes made, 10,864 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(10,865 real changes made, 10,864 to missing)
(10,865 real changes made, 10,864 to missing)
(10,865 real changes made, 10,865 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(10,865 real changes made, 10,864 to missing)
(10,865 real changes made, 10,864 to missing)
(10,865 real changes made, 10,864 to missing)
(10,865 real changes made, 10,864 to missing)
(10,865 real changes made, 10,864 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(10,865 real changes made, 10,865 to missing)
(10,865 real changes made, 10,865 to missing)
(10,865 real changes made, 10,865 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(10,865 real changes made, 10,865 to missing)
(10,865 real changes made, 10,865 to missing)
(10,865 real changes made, 10,865 to missing)
(3,725 real changes made, 3,725 to missing)
(10,865 real changes made, 10,865 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(10,865 real changes made, 10,865 to missing)
(10,865 real changes made, 10,865 to missing)
(10,865 real changes made, 10,865 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
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(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
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(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)
(3,725 real changes made, 3,725 to missing)

. 
. gsort ID -year

. forvalues x = 1/8 {
  2.     by ID: replace Newschool_ID`x'_         = Newschool_ID`x'_[_n-1]      
>    if ~mi(Newschool_ID`x'_[_n-1]        ) & Newschool_ID`x'_[_n]==.n
  3.     by ID: replace Newschool_ID`x'_         = Newschool_ID`x'_[_n-1]      
>    if ~mi(Newschool_ID`x'_[_n-1]        ) & inrange(year,1993,1996)
  4.     by ID: replace Newschool_Code`x'_       = Newschool_Code`x'_[_n-1]    
>    if ~mi(Newschool_Code`x'_[_n-1]      ) & Newschool_Code`x'_[_n]==.n
  5.     by ID: replace Newschool_Code`x'_       = Newschool_Code`x'_[_n-1]    
>    if ~mi(Newschool_Code`x'_[_n-1]      ) & inrange(year,1993,1996)
  6.     by ID: replace Grade_scale_Coll`x'_     = Grade_scale_Coll`x'_[_n-1]  
>    if ~mi(Grade_scale_Coll`x'_[_n-1]    ) & Grade_scale_Coll`x'_==.n
  7.     by ID: replace Grade_scale_Coll`x'_     = Grade_scale_Coll`x'_[_n-1]  
>    if ~mi(Grade_scale_Coll`x'_[_n-1]    ) & inrange(year,1993,1996)
  8.     by ID: replace Grade_scale_new_Coll`x'_ = Grade_scale_new_Coll`x'_[_n-
> 1] if ~mi(Grade_scale_new_Coll`x'_[_n-1]) & Grade_scale_new_Coll`x'_==.n
  9.     by ID: replace Grade_scale_new_Coll`x'_ = Grade_scale_new_Coll`x'_[_n-
> 1] if ~mi(Grade_scale_new_Coll`x'_[_n-1]) & inrange(year,1993,1996)
 10. }
(6,057 real changes made)
(35,908 real changes made)
(6,016 real changes made)
(35,904 real changes made)
(613 real changes made)
(32 real changes made)
(620 real changes made)
(0 real changes made)
(2,614 real changes made)
(0 real changes made)
(2,592 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1,260 real changes made)
(0 real changes made)
(810 real changes made)
(0 real changes made)
(801 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(401 real changes made)
(0 real changes made)
(160 real changes made)
(0 real changes made)
(152 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(35 real changes made)
(0 real changes made)
(15 real changes made)
(0 real changes made)
(15 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1 real change made)
(0 real changes made)
(1 real change made)
(0 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)

. 
. forvalues x = 1/7 {
  2.     by ID: replace Reason_Left_School_`x'_ = Reason_Left_School_`x'_[_n-1]
>    if  ~mi(Reason_Left_School_`x'_[_n-1]) & Reason_Left_School_`x'_[_n]==.n
  3. }
(4,500 real changes made)
(1,529 real changes made)
(465 real changes made)
(51 real changes made)
(9 real changes made)
(1 real change made)
(0 real changes made)

. 
. forvalues x = 1/8 {
  2.     if inlist(`x',1) {
  3.         local maxy = 26
  4.     }
  5.     else if inlist(`x',2) {
  6.         local maxy = 18
  7.     }
  8.     else if inlist(`x',3) {
  9.         local maxy = 17
 10.     }
 11.     else if inlist(`x',4) {
 12.         local maxy = 7
 13.     }
 14.     else if inlist(`x',5) {
 15.         local maxy = 8
 16.     }
 17.     else if inlist(`x',6,7,8) {
 18.         local maxy = 3
 19.     }
 20.     forvalues y = 1/`maxy' {
 21.         by ID: replace Coll`x'_GPA_Term`y'_           = Coll`x'_GPA_Term`y
> '_[_n-1]           if !mi(Coll`x'_GPA_Term`y'_[_n-1]          ) & Coll`x'_GPA
> _Term`y'_[_n]           == .n
 22.         by ID: replace Coll`x'_LetterGPA_Term`y'_     = Coll`x'_LetterGPA_
> Term`y'_[_n-1]     if !mi(Coll`x'_LetterGPA_Term`y'_[_n-1]    ) & Coll`x'_Let
> terGPA_Term`y'_[_n]     == .n
 23.         by ID: replace Major1_Coll`x'_Term`y'_        = Major1_Coll`x'_Ter
> m`y'_[_n-1]        if !mi(Major1_Coll`x'_Term`y'_[_n-1]       ) & Major1_Coll
> `x'_Term`y'_[_n]        == .n
 24.         by ID: replace Major2_Coll`x'_Term`y'_        = Major2_Coll`x'_Ter
> m`y'_[_n-1]        if !mi(Major2_Coll`x'_Term`y'_[_n-1]       ) & Major2_Coll
> `x'_Term`y'_[_n]        == .n
 25.         by ID: replace EnrM_Coll`x'_Term`y'_          = EnrM_Coll`x'_Term`
> y'_[_n-1]          if !mi(EnrM_Coll`x'_Term`y'_[_n-1]         ) & EnrM_Coll`x
> '_Term`y'_[_n]          == .n
 26.         by ID: replace EnrY_Coll`x'_Term`y'_          = EnrY_Coll`x'_Term`
> y'_[_n-1]          if !mi(EnrY_Coll`x'_Term`y'_[_n-1]         ) & EnrY_Coll`x
> '_Term`y'_[_n]          == .n
 27.         by ID: replace Coll`x'_Tuition_Term`y'_       = Coll`x'_Tuition_Te
> rm`y'_[_n-1]       if !mi(Coll`x'_Tuition_Term`y'_[_n-1]      ) & Coll`x'_Tui
> tion_Term`y'_[_n]       == .n
 28.         by ID: replace Coll`x'_OOP_Term`y'_           = Coll`x'_OOP_Term`y
> '_[_n-1]           if !mi(Coll`x'_OOP_Term`y'_[_n-1]          ) & Coll`x'_OOP
> _Term`y'_[_n]           == .n
 29.         by ID: replace Coll`x'_RecFromPar_Term`y'_    = Coll`x'_RecFromPar
> _Term`y'_[_n-1]    if !mi(Coll`x'_RecFromPar_Term`y'_[_n-1]   ) & Coll`x'_Rec
> FromPar_Term`y'_[_n]    == .n
 30.         by ID: replace Coll`x'_RecFromFath_Term`y'_   = Coll`x'_RecFromFat
> h_Term`y'_[_n-1]   if !mi(Coll`x'_RecFromFath_Term`y'_[_n-1]  ) & Coll`x'_Rec
> FromFath_Term`y'_[_n]   == .n
 31.         by ID: replace Coll`x'_RecFromGpar_Term`y'_   = Coll`x'_RecFromGpa
> r_Term`y'_[_n-1]   if !mi(Coll`x'_RecFromGpar_Term`y'_[_n-1]  ) & Coll`x'_Rec
> FromGpar_Term`y'_[_n]   == .n
 32.         by ID: replace Coll`x'_RecFromMoth_Term`y'_   = Coll`x'_RecFromMot
> h_Term`y'_[_n-1]   if !mi(Coll`x'_RecFromMoth_Term`y'_[_n-1]  ) & Coll`x'_Rec
> FromMoth_Term`y'_[_n]   == .n
 33.         by ID: replace Coll`x'_RecFromNone_Term`y'_   = Coll`x'_RecFromNon
> e_Term`y'_[_n-1]   if !mi(Coll`x'_RecFromNone_Term`y'_[_n-1]  ) & Coll`x'_Rec
> FromNone_Term`y'_[_n]   == .n
 34.         by ID: replace Coll`x'_RecFromORel_Term`y'_   = Coll`x'_RecFromORe
> l_Term`y'_[_n-1]   if !mi(Coll`x'_RecFromORel_Term`y'_[_n-1]  ) & Coll`x'_Rec
> FromORel_Term`y'_[_n]   == .n
 35.         by ID: replace Coll`x'_TotGiftFrFam1_Term`y'_ = Coll`x'_TotGiftFrF
> am1_Term`y'_[_n-1] if !mi(Coll`x'_TotGiftFrFam1_Term`y'_[_n-1]) & Coll`x'_Tot
> GiftFrFam1_Term`y'_[_n] == .n
 36.         by ID: replace Coll`x'_TotGiftFrFam2_Term`y'_ = Coll`x'_TotGiftFrF
> am2_Term`y'_[_n-1] if !mi(Coll`x'_TotGiftFrFam2_Term`y'_[_n-1]) & Coll`x'_Tot
> GiftFrFam2_Term`y'_[_n] == .n
 37.         by ID: replace Coll`x'_TotGiftFrFam3_Term`y'_ = Coll`x'_TotGiftFrF
> am3_Term`y'_[_n-1] if !mi(Coll`x'_TotGiftFrFam3_Term`y'_[_n-1]) & Coll`x'_Tot
> GiftFrFam3_Term`y'_[_n] == .n
 38.         by ID: replace Coll`x'_TotGiftFrFam4_Term`y'_ = Coll`x'_TotGiftFrF
> am4_Term`y'_[_n-1] if !mi(Coll`x'_TotGiftFrFam4_Term`y'_[_n-1]) & Coll`x'_Tot
> GiftFrFam4_Term`y'_[_n] == .n
 39.         by ID: replace Coll`x'_TotGiftFrFam5_Term`y'_ = Coll`x'_TotGiftFrF
> am5_Term`y'_[_n-1] if !mi(Coll`x'_TotGiftFrFam5_Term`y'_[_n-1]) & Coll`x'_Tot
> GiftFrFam5_Term`y'_[_n] == .n
 40.         by ID: replace Coll`x'_TotLoanFrFam1_Term`y'_ = Coll`x'_TotLoanFrF
> am1_Term`y'_[_n-1] if !mi(Coll`x'_TotLoanFrFam1_Term`y'_[_n-1]) & Coll`x'_Tot
> LoanFrFam1_Term`y'_[_n] == .n
 41.         by ID: replace Coll`x'_TotLoanFrFam2_Term`y'_ = Coll`x'_TotLoanFrF
> am2_Term`y'_[_n-1] if !mi(Coll`x'_TotLoanFrFam2_Term`y'_[_n-1]) & Coll`x'_Tot
> LoanFrFam2_Term`y'_[_n] == .n
 42.         by ID: replace Coll`x'_TotLoanFrFam3_Term`y'_ = Coll`x'_TotLoanFrF
> am3_Term`y'_[_n-1] if !mi(Coll`x'_TotLoanFrFam3_Term`y'_[_n-1]) & Coll`x'_Tot
> LoanFrFam3_Term`y'_[_n] == .n
 43.         by ID: replace Coll`x'_TotLoanFrFam4_Term`y'_ = Coll`x'_TotLoanFrF
> am4_Term`y'_[_n-1] if !mi(Coll`x'_TotLoanFrFam4_Term`y'_[_n-1]) & Coll`x'_Tot
> LoanFrFam4_Term`y'_[_n] == .n
 44.         by ID: replace Coll`x'_TotLoanFrFam5_Term`y'_ = Coll`x'_TotLoanFrF
> am5_Term`y'_[_n-1] if !mi(Coll`x'_TotLoanFrFam5_Term`y'_[_n-1]) & Coll`x'_Tot
> LoanFrFam5_Term`y'_[_n] == .n
 45.         by ID: replace Coll`x'_RecFamily_Term`y'_     = Coll`x'_RecFamily_
> Term`y'_[_n-1]     if !mi(Coll`x'_RecFamily_Term`y'_[_n-1]    ) & Coll`x'_Rec
> Family_Term`y'_[_n]     == .n
 46.         by ID: replace Coll`x'_HrsInClass_Term`y'_    = Coll`x'_HrsInClass
> _Term`y'_[_n-1]    if !mi(Coll`x'_HrsInClass_Term`y'_[_n-1]   ) & Coll`x'_Hrs
> InClass_Term`y'_[_n]    == .n
 47.         by ID: replace Coll`x'_FTorPT_Term`y'_        = Coll`x'_FTorPT_Ter
> m`y'_[_n-1]        if !mi(Coll`x'_FTorPT_Term`y'_[_n-1]       ) & Coll`x'_FTo
> rPT_Term`y'_[_n]        == .n
 48.         by ID: replace Coll`x'_CredsTaken_Term`y'_    = Coll`x'_CredsTaken
> _Term`y'_[_n-1]    if !mi(Coll`x'_CredsTaken_Term`y'_[_n-1]   ) & Coll`x'_Cre
> dsTaken_Term`y'_[_n]    == .n
 49.         by ID: replace Coll`x'_EntCredEarn_Term`y'_   = Coll`x'_EntCredEar
> n_Term`y'_[_n-1]   if !mi(Coll`x'_EntCredEarn_Term`y'_[_n-1]  ) & Coll`x'_Ent
> CredEarn_Term`y'_[_n]   == .n
 50.         by ID: replace Coll`x'_CredsEarned_Term`y'_   = Coll`x'_CredsEarne
> d_Term`y'_[_n-1]   if !mi(Coll`x'_CredsEarned_Term`y'_[_n-1]  ) & Coll`x'_Cre
> dsEarned_Term`y'_[_n]   == .n
 51.     }
 52. }
(1,214 real changes made)
(5 real changes made)
(1,775 real changes made)
(1,662 real changes made)
(1,870 real changes made)
(1,884 real changes made)
(317 real changes made)
(1,633 real changes made)
(1,463 real changes made)
(1,463 real changes made)
(1,463 real changes made)
(1,463 real changes made)
(1,463 real changes made)
(1,463 real changes made)
(360 real changes made)
(91 real changes made)
(33 real changes made)
(36 real changes made)
(15 real changes made)
(431 real changes made)
(118 real changes made)
(33 real changes made)
(47 real changes made)
(12 real changes made)
(355 real changes made)
(1,462 real changes made)
(1,799 real changes made)
(1,534 real changes made)
(1,509 real changes made)
(1,573 real changes made)
(854 real changes made)
(3 real changes made)
(1,002 real changes made)
(893 real changes made)
(1,257 real changes made)
(1,279 real changes made)
(199 real changes made)
(59 real changes made)
(17 real changes made)
(17 real changes made)
(17 real changes made)
(17 real changes made)
(17 real changes made)
(17 real changes made)
(3 real changes made)
(4 real changes made)
(1 real change made)
(1 real change made)
(6 real changes made)
(4 real changes made)
(6 real changes made)
(1 real change made)
(1 real change made)
(6 real changes made)
(62 real changes made)
(1,020 real changes made)
(1,251 real changes made)
(1,080 real changes made)
(1,059 real changes made)
(1,086 real changes made)
(602 real changes made)
(1 real change made)
(752 real changes made)
(692 real changes made)
(942 real changes made)
(942 real changes made)
(161 real changes made)
(49 real changes made)
(11 real changes made)
(11 real changes made)
(11 real changes made)
(11 real changes made)
(11 real changes made)
(11 real changes made)
(10 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(10 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(53 real changes made)
(755 real changes made)
(913 real changes made)
(760 real changes made)
(754 real changes made)
(779 real changes made)
(435 real changes made)
(0 real changes made)
(540 real changes made)
(503 real changes made)
(633 real changes made)
(640 real changes made)
(122 real changes made)
(20 real changes made)
(6 real changes made)
(6 real changes made)
(6 real changes made)
(6 real changes made)
(6 real changes made)
(6 real changes made)
(3 real changes made)
(0 real changes made)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(3 real changes made)
(0 real changes made)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(20 real changes made)
(535 real changes made)
(632 real changes made)
(545 real changes made)
(534 real changes made)
(553 real changes made)
(297 real changes made)
(0 real changes made)
(394 real changes made)
(376 real changes made)
(469 real changes made)
(469 real changes made)
(81 real changes made)
(21 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(21 real changes made)
(396 real changes made)
(462 real changes made)
(391 real changes made)
(376 real changes made)
(394 real changes made)
(197 real changes made)
(0 real changes made)
(274 real changes made)
(257 real changes made)
(296 real changes made)
(296 real changes made)
(36 real changes made)
(21 real changes made)
(5 real changes made)
(5 real changes made)
(5 real changes made)
(5 real changes made)
(5 real changes made)
(5 real changes made)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(5 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(21 real changes made)
(254 real changes made)
(298 real changes made)
(256 real changes made)
(237 real changes made)
(254 real changes made)
(134 real changes made)
(0 real changes made)
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(9 real changes made)
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(9 real changes made)
(0 real changes made)
(9 real changes made)

. sort ID year

. 
. *--------------------------------------------------------------------------
. * Now only use the backfilled information for the actual year it applies to
. *--------------------------------------------------------------------------
. forvalues x = 1/8 {
  2.     if inlist(`x',1) {
  3.         local maxy = 26
  4.     }
  5.     else if inlist(`x',2) {
  6.         local maxy = 18
  7.     }
  8.     else if inlist(`x',3) {
  9.         local maxy = 17
 10.     }
 11.     else if inlist(`x',4) {
 12.         local maxy = 7
 13.     }
 14.     else if inlist(`x',5) {
 15.         local maxy = 8
 16.     }
 17.     else if inlist(`x',6,7,8) {
 18.         local maxy = 3
 19.     }
 20.     * NOT SURE HOW TO TAKE CARE OF THESE....
.     * replace Newschool_ID`x'_         = . if EnrY_Coll`x'_Term`y'_~=year
.     * replace Newschool_Code`x'_       = . if EnrY_Coll`x'_Term`y'_~=year
.     * replace Grade_scale_Coll`x'_     = . if EnrY_Coll`x'_Term`y'_~=year
.     * replace Grade_scale_new_Coll`x'_ = . if EnrY_Coll`x'_Term`y'_~=year
.     forvalues y = 1/`maxy' {
 21.         replace Coll`x'_GPA_Term`y'_           = . if EnrY_Coll`x'_Term`y'
> _~=year
 22.         replace Coll`x'_LetterGPA_Term`y'_     = . if EnrY_Coll`x'_Term`y'
> _~=year
 23.         replace Major1_Coll`x'_Term`y'_        = . if EnrY_Coll`x'_Term`y'
> _~=year
 24.         replace Major2_Coll`x'_Term`y'_        = . if EnrY_Coll`x'_Term`y'
> _~=year
 25.         replace EnrM_Coll`x'_Term`y'_          = . if EnrY_Coll`x'_Term`y'
> _~=year
 26.         replace EnrY_Coll`x'_Term`y'_          = . if EnrY_Coll`x'_Term`y'
> _~=year
 27.         replace Coll`x'_Tuition_Term`y'_       = . if EnrY_Coll`x'_Term`y'
> _~=year
 28.         replace Coll`x'_OOP_Term`y'_           = . if EnrY_Coll`x'_Term`y'
> _~=year
 29.         replace Coll`x'_RecFromPar_Term`y'_    = . if EnrY_Coll`x'_Term`y'
> _~=year
 30.         replace Coll`x'_RecFromFath_Term`y'_   = . if EnrY_Coll`x'_Term`y'
> _~=year
 31.         replace Coll`x'_RecFromGpar_Term`y'_   = . if EnrY_Coll`x'_Term`y'
> _~=year
 32.         replace Coll`x'_RecFromMoth_Term`y'_   = . if EnrY_Coll`x'_Term`y'
> _~=year
 33.         replace Coll`x'_RecFromNone_Term`y'_   = . if EnrY_Coll`x'_Term`y'
> _~=year
 34.         replace Coll`x'_RecFromORel_Term`y'_   = . if EnrY_Coll`x'_Term`y'
> _~=year
 35.         replace Coll`x'_TotGiftFrFam1_Term`y'_ = . if EnrY_Coll`x'_Term`y'
> _~=year
 36.         replace Coll`x'_TotGiftFrFam2_Term`y'_ = . if EnrY_Coll`x'_Term`y'
> _~=year
 37.         replace Coll`x'_TotGiftFrFam3_Term`y'_ = . if EnrY_Coll`x'_Term`y'
> _~=year
 38.         replace Coll`x'_TotGiftFrFam4_Term`y'_ = . if EnrY_Coll`x'_Term`y'
> _~=year
 39.         replace Coll`x'_TotGiftFrFam5_Term`y'_ = . if EnrY_Coll`x'_Term`y'
> _~=year
 40.         replace Coll`x'_TotLoanFrFam1_Term`y'_ = . if EnrY_Coll`x'_Term`y'
> _~=year
 41.         replace Coll`x'_TotLoanFrFam2_Term`y'_ = . if EnrY_Coll`x'_Term`y'
> _~=year
 42.         replace Coll`x'_TotLoanFrFam3_Term`y'_ = . if EnrY_Coll`x'_Term`y'
> _~=year
 43.         replace Coll`x'_TotLoanFrFam4_Term`y'_ = . if EnrY_Coll`x'_Term`y'
> _~=year
 44.         replace Coll`x'_TotLoanFrFam5_Term`y'_ = . if EnrY_Coll`x'_Term`y'
> _~=year
 45.         replace Coll`x'_RecFamily_Term`y'_     = . if EnrY_Coll`x'_Term`y'
> _~=year
 46.         replace Coll`x'_HrsInClass_Term`y'_    = . if EnrY_Coll`x'_Term`y'
> _~=year
 47.         replace Coll`x'_FTorPT_Term`y'_        = . if EnrY_Coll`x'_Term`y'
> _~=year
 48.         replace Coll`x'_CredsTaken_Term`y'_    = . if EnrY_Coll`x'_Term`y'
> _~=year
 49.         replace Coll`x'_EntCredEarn_Term`y'_   = . if EnrY_Coll`x'_Term`y'
> _~=year
 50.         replace Coll`x'_CredsEarned_Term`y'_   = . if EnrY_Coll`x'_Term`y'
> _~=year
 51.     }
 52. }
(156,736 real changes made, 156,736 to missing)
(59,458 real changes made, 59,458 to missing)
(156,736 real changes made, 156,736 to missing)
(156,736 real changes made, 156,736 to missing)
(156,736 real changes made, 156,736 to missing)
(156,736 real changes made, 156,736 to missing)
(156,736 real changes made, 156,736 to missing)
(156,736 real changes made, 156,736 to missing)
(129,076 real changes made, 129,076 to missing)
(129,076 real changes made, 129,076 to missing)
(129,076 real changes made, 129,076 to missing)
(129,076 real changes made, 129,076 to missing)
(129,076 real changes made, 129,076 to missing)
(129,076 real changes made, 129,076 to missing)
(156,736 real changes made, 156,736 to missing)
(129,076 real changes made, 129,076 to missing)
(120,095 real changes made, 120,095 to missing)
(111,714 real changes made, 111,714 to missing)
(111,714 real changes made, 111,714 to missing)
(156,736 real changes made, 156,736 to missing)
(129,076 real changes made, 129,076 to missing)
(120,095 real changes made, 120,095 to missing)
(111,714 real changes made, 111,714 to missing)
(111,714 real changes made, 111,714 to missing)
(52,373 real changes made, 52,373 to missing)
(156,736 real changes made, 156,736 to missing)
(156,736 real changes made, 156,736 to missing)
(156,736 real changes made, 156,736 to missing)
(156,736 real changes made, 156,736 to missing)
(156,736 real changes made, 156,736 to missing)
(158,311 real changes made, 158,311 to missing)
(59,442 real changes made, 59,442 to missing)
(130,712 real changes made, 130,712 to missing)
(130,712 real changes made, 130,712 to missing)
(158,311 real changes made, 158,311 to missing)
(158,311 real changes made, 158,311 to missing)
(149,927 real changes made, 149,927 to missing)
(140,948 real changes made, 140,948 to missing)
(113,349 real changes made, 113,349 to missing)
(113,349 real changes made, 113,349 to missing)
(113,349 real changes made, 113,349 to missing)
(113,349 real changes made, 113,349 to missing)
(113,349 real changes made, 113,349 to missing)
(113,349 real changes made, 113,349 to missing)
(126,951 real changes made, 126,951 to missing)
(113,349 real changes made, 113,349 to missing)
(99,352 real changes made, 99,352 to missing)
(85,599 real changes made, 85,599 to missing)
(99,352 real changes made, 99,352 to missing)
(126,951 real changes made, 126,951 to missing)
(113,349 real changes made, 113,349 to missing)
(99,352 real changes made, 99,352 to missing)
(85,599 real changes made, 85,599 to missing)
(99,352 real changes made, 99,352 to missing)
(140,948 real changes made, 140,948 to missing)
(158,311 real changes made, 158,311 to missing)
(158,311 real changes made, 158,311 to missing)
(158,311 real changes made, 158,311 to missing)
(158,311 real changes made, 158,311 to missing)
(158,311 real changes made, 158,311 to missing)
(156,742 real changes made, 156,742 to missing)
(60,072 real changes made, 60,072 to missing)
(128,909 real changes made, 128,909 to missing)
(128,909 real changes made, 128,909 to missing)
(156,742 real changes made, 156,742 to missing)
(156,742 real changes made, 156,742 to missing)
(156,742 real changes made, 156,742 to missing)
(148,358 real changes made, 148,358 to missing)
(120,525 real changes made, 120,525 to missing)
(120,525 real changes made, 120,525 to missing)
(120,525 real changes made, 120,525 to missing)
(120,525 real changes made, 120,525 to missing)
(120,525 real changes made, 120,525 to missing)
(120,525 real changes made, 120,525 to missing)
(141,134 real changes made, 141,134 to missing)
(91,416 real changes made, 91,416 to missing)
(84,271 real changes made, 84,271 to missing)
(75,778 real changes made, 75,778 to missing)
(83,002 real changes made, 83,002 to missing)
(141,134 real changes made, 141,134 to missing)
(91,416 real changes made, 91,416 to missing)
(84,271 real changes made, 84,271 to missing)
(75,778 real changes made, 75,778 to missing)
(83,002 real changes made, 83,002 to missing)
(148,358 real changes made, 148,358 to missing)
(156,742 real changes made, 156,742 to missing)
(156,742 real changes made, 156,742 to missing)
(156,742 real changes made, 156,742 to missing)
(156,742 real changes made, 156,742 to missing)
(156,742 real changes made, 156,742 to missing)
(160,216 real changes made, 160,216 to missing)
(60,539 real changes made, 60,539 to missing)
(132,166 real changes made, 132,166 to missing)
(132,166 real changes made, 132,166 to missing)
(160,216 real changes made, 160,216 to missing)
(160,216 real changes made, 160,216 to missing)
(160,216 real changes made, 160,216 to missing)
(143,633 real changes made, 143,633 to missing)
(100,820 real changes made, 100,820 to missing)
(100,820 real changes made, 100,820 to missing)
(100,820 real changes made, 100,820 to missing)
(100,820 real changes made, 100,820 to missing)
(100,820 real changes made, 100,820 to missing)
(100,820 real changes made, 100,820 to missing)
(113,999 real changes made, 113,999 to missing)
(62,561 real changes made, 62,561 to missing)
(54,847 real changes made, 54,847 to missing)
(32,491 real changes made, 32,491 to missing)
(62,789 real changes made, 62,789 to missing)
(113,999 real changes made, 113,999 to missing)
(62,561 real changes made, 62,561 to missing)
(54,847 real changes made, 54,847 to missing)
(32,491 real changes made, 32,491 to missing)
(62,789 real changes made, 62,789 to missing)
(143,633 real changes made, 143,633 to missing)
(160,216 real changes made, 160,216 to missing)
(160,216 real changes made, 160,216 to missing)
(160,216 real changes made, 160,216 to missing)
(160,216 real changes made, 160,216 to missing)
(160,216 real changes made, 160,216 to missing)
(161,186 real changes made, 161,186 to missing)
(53,414 real changes made, 53,414 to missing)
(132,944 real changes made, 132,944 to missing)
(125,540 real changes made, 125,540 to missing)
(161,186 real changes made, 161,186 to missing)
(161,186 real changes made, 161,186 to missing)
(144,594 real changes made, 144,594 to missing)
(121,185 real changes made, 121,185 to missing)
(78,662 real changes made, 78,662 to missing)
(78,662 real changes made, 78,662 to missing)
(78,662 real changes made, 78,662 to missing)
(78,662 real changes made, 78,662 to missing)
(78,662 real changes made, 78,662 to missing)
(78,662 real changes made, 78,662 to missing)
(84,710 real changes made, 84,710 to missing)
(33,249 real changes made, 33,249 to missing)
(33,048 real changes made, 33,048 to missing)
(25,172 real changes made, 25,172 to missing)
(25,172 real changes made, 25,172 to missing)
(84,710 real changes made, 84,710 to missing)
(33,249 real changes made, 33,249 to missing)
(33,048 real changes made, 33,048 to missing)
(25,172 real changes made, 25,172 to missing)
(25,172 real changes made, 25,172 to missing)
(129,262 real changes made, 129,262 to missing)
(161,186 real changes made, 161,186 to missing)
(161,186 real changes made, 161,186 to missing)
(161,186 real changes made, 161,186 to missing)
(161,186 real changes made, 161,186 to missing)
(161,186 real changes made, 161,186 to missing)
(144,870 real changes made, 144,870 to missing)
(53,564 real changes made, 53,564 to missing)
(116,511 real changes made, 116,511 to missing)
(101,624 real changes made, 101,624 to missing)
(144,870 real changes made, 144,870 to missing)
(144,870 real changes made, 144,870 to missing)
(136,791 real changes made, 136,791 to missing)
(91,167 real changes made, 91,167 to missing)
(47,763 real changes made, 47,763 to missing)
(47,763 real changes made, 47,763 to missing)
(47,763 real changes made, 47,763 to missing)
(47,763 real changes made, 47,763 to missing)
(47,763 real changes made, 47,763 to missing)
(47,763 real changes made, 47,763 to missing)
(47,763 real changes made, 47,763 to missing)
(32,533 real changes made, 32,533 to missing)
(25,205 real changes made, 25,205 to missing)
(25,205 real changes made, 25,205 to missing)
(25,205 real changes made, 25,205 to missing)
(47,763 real changes made, 47,763 to missing)
(32,533 real changes made, 32,533 to missing)
(25,205 real changes made, 25,205 to missing)
(25,205 real changes made, 25,205 to missing)
(25,205 real changes made, 25,205 to missing)
(91,167 real changes made, 91,167 to missing)
(144,870 real changes made, 144,870 to missing)
(144,870 real changes made, 144,870 to missing)
(144,870 real changes made, 144,870 to missing)
(144,870 real changes made, 144,870 to missing)
(144,870 real changes made, 144,870 to missing)
(144,980 real changes made, 144,980 to missing)
(53,646 real changes made, 53,646 to missing)
(116,554 real changes made, 116,554 to missing)
(101,658 real changes made, 101,658 to missing)
(144,980 real changes made, 144,980 to missing)
(144,980 real changes made, 144,980 to missing)
(121,597 real changes made, 121,597 to missing)
(91,655 real changes made, 91,655 to missing)
(55,676 real changes made, 55,676 to missing)
(55,676 real changes made, 55,676 to missing)
(55,676 real changes made, 55,676 to missing)
(55,676 real changes made, 55,676 to missing)
(55,676 real changes made, 55,676 to missing)
(55,676 real changes made, 55,676 to missing)
(62,166 real changes made, 62,166 to missing)
(32,969 real changes made, 32,969 to missing)
(25,220 real changes made, 25,220 to missing)
(25,220 real changes made, 25,220 to missing)
(25,220 real changes made, 25,220 to missing)
(62,166 real changes made, 62,166 to missing)
(32,969 real changes made, 32,969 to missing)
(25,220 real changes made, 25,220 to missing)
(25,220 real changes made, 25,220 to missing)
(25,220 real changes made, 25,220 to missing)
(91,655 real changes made, 91,655 to missing)
(144,980 real changes made, 144,980 to missing)
(144,980 real changes made, 144,980 to missing)
(144,980 real changes made, 144,980 to missing)
(144,980 real changes made, 144,980 to missing)
(144,980 real changes made, 144,980 to missing)
(137,158 real changes made, 137,158 to missing)
(53,684 real changes made, 53,684 to missing)
(108,704 real changes made, 108,704 to missing)
(93,804 real changes made, 93,804 to missing)
(137,158 real changes made, 137,158 to missing)
(137,158 real changes made, 137,158 to missing)
(106,623 real changes made, 106,623 to missing)
(91,382 real changes made, 91,382 to missing)
(25,230 real changes made, 25,230 to missing)
(25,230 real changes made, 25,230 to missing)
(25,230 real changes made, 25,230 to missing)
(25,230 real changes made, 25,230 to missing)
(25,230 real changes made, 25,230 to missing)
(25,230 real changes made, 25,230 to missing)
(25,230 real changes made, 25,230 to missing)
(25,230 real changes made, 25,230 to missing)
(25,230 real changes made, 25,230 to missing)
(25,230 real changes made, 25,230 to missing)
(25,230 real changes made, 25,230 to missing)
(25,230 real changes made, 25,230 to missing)
(25,230 real changes made, 25,230 to missing)
(25,230 real changes made, 25,230 to missing)
(25,230 real changes made, 25,230 to missing)
(25,230 real changes made, 25,230 to missing)
(91,382 real changes made, 91,382 to missing)
(137,158 real changes made, 137,158 to missing)
(137,158 real changes made, 137,158 to missing)
(137,158 real changes made, 137,158 to missing)
(137,158 real changes made, 137,158 to missing)
(137,158 real changes made, 137,158 to missing)
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(98,752 real changes made, 98,752 to missing)
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(39,532 real changes made, 39,532 to missing)
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(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(40,622 real changes made, 40,622 to missing)
(25,251 real changes made, 25,251 to missing)
(40,622 real changes made, 40,622 to missing)
(40,622 real changes made, 40,622 to missing)
(40,622 real changes made, 40,622 to missing)
(40,622 real changes made, 40,622 to missing)
(32,741 real changes made, 32,741 to missing)
(40,622 real changes made, 40,622 to missing)
(40,622 real changes made, 40,622 to missing)
(40,622 real changes made, 40,622 to missing)
(40,622 real changes made, 40,622 to missing)
(40,622 real changes made, 40,622 to missing)
(40,622 real changes made, 40,622 to missing)
(40,622 real changes made, 40,622 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(40,622 real changes made, 40,622 to missing)
(40,622 real changes made, 40,622 to missing)
(40,622 real changes made, 40,622 to missing)
(40,622 real changes made, 40,622 to missing)
(40,622 real changes made, 40,622 to missing)
(32,741 real changes made, 32,741 to missing)
(25,251 real changes made, 25,251 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(25,251 real changes made, 25,251 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(25,251 real changes made, 25,251 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(25,251 real changes made, 25,251 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(25,251 real changes made, 25,251 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(25,251 real changes made, 25,251 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(32,741 real changes made, 32,741 to missing)
(25,252 real changes made, 25,252 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(25,252 real changes made, 25,252 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(32,741 real changes made, 32,741 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(32,742 real changes made, 32,742 to missing)
(32,742 real changes made, 32,742 to missing)
(32,742 real changes made, 32,742 to missing)
(32,742 real changes made, 32,742 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(25,252 real changes made, 25,252 to missing)
(32,742 real changes made, 32,742 to missing)
(32,742 real changes made, 32,742 to missing)
(32,742 real changes made, 32,742 to missing)
(25,252 real changes made, 25,252 to missing)
(32,742 real changes made, 32,742 to missing)

. 
. l ID year miss_interview College_enrollment_Oct if ID==734 & inrange(year,200
> 0,2006)

        +----------------------------------------------------+
        |  ID   year   miss_i~w       College_enrollment_Oct |
        |----------------------------------------------------|
 27142. | 734   2000          1      Not enrolled in college |
 27143. | 734   2001          1      Not enrolled in college |
 27144. | 734   2002          1   Enrolled in 4-year college |
 27145. | 734   2003          1   Enrolled in 4-year college |
 27146. | 734   2004          1   Enrolled in 4-year college |
        |----------------------------------------------------|
 27147. | 734   2005          1   Enrolled in 4-year college |
 27148. | 734   2006          0      Not enrolled in college |
        +----------------------------------------------------+

. l ID year miss_interview Coll4_GPA_Term1_ Coll4_GPA_Term2_ Coll4_GPA_Term3_ C
> oll4_GPA_Term4_ Coll4_GPA_Term5_ Coll4_GPA_Term6_ Coll4_GPA_Term7_ if ID==734
>  & inrange(year,2000,2006)

        +-------------------------------------------------------------------+
 27142. |  ID | year | miss_i~w | Coll4_.. | Coll4_.. | Coll4_.. | Coll4_.. |
        | 734 | 2000 |        1 |        . |        . |        . |        . |
        |-------------------------------------------------------------------|
        |      Coll4_..       |       Coll4_..       |       Coll4_..       |
        |             .       |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27143. |  ID | year | miss_i~w | Coll4_.. | Coll4_.. | Coll4_.. | Coll4_.. |
        | 734 | 2001 |        1 |        . |        . |        . |        . |
        |-------------------------------------------------------------------|
        |      Coll4_..       |       Coll4_..       |       Coll4_..       |
        |             .       |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27144. |  ID | year | miss_i~w | Coll4_.. | Coll4_.. | Coll4_.. | Coll4_.. |
        | 734 | 2002 |        1 |      396 |        . |        . |        . |
        |-------------------------------------------------------------------|
        |      Coll4_..       |       Coll4_..       |       Coll4_..       |
        |             .       |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27145. |  ID | year | miss_i~w | Coll4_.. | Coll4_.. | Coll4_.. | Coll4_.. |
        | 734 | 2003 |        1 |        . |      392 |      386 |        . |
        |-------------------------------------------------------------------|
        |      Coll4_..       |       Coll4_..       |       Coll4_..       |
        |             .       |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27146. |  ID | year | miss_i~w | Coll4_.. | Coll4_.. | Coll4_.. | Coll4_.. |
        | 734 | 2004 |        1 |        . |        . |        . |      370 |
        |-------------------------------------------------------------------|
        |      Coll4_..       |       Coll4_..       |       Coll4_..       |
        |           343       |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27147. |  ID | year | miss_i~w | Coll4_.. | Coll4_.. | Coll4_.. | Coll4_.. |
        | 734 | 2005 |        1 |        . |        . |        . |        . |
        |-------------------------------------------------------------------|
        |      Coll4_..       |       Coll4_..       |       Coll4_..       |
        |             .       |            359       |            360       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27148. |  ID | year | miss_i~w | Coll4_.. | Coll4_.. | Coll4_.. | Coll4_.. |
        | 734 | 2006 |        0 |        . |        . |        . |        . |
        |-------------------------------------------------------------------|
        |      Coll4_..       |       Coll4_..       |       Coll4_..       |
        |             .       |              .       |              .       |
        +-------------------------------------------------------------------+

. l ID year miss_interview EnrY_Coll4_Term1_ EnrY_Coll4_Term2_ EnrY_Coll4_Term3
> _ EnrY_Coll4_Term4_ EnrY_Coll4_Term5_ EnrY_Coll4_Term6_ EnrY_Coll4_Term7_ if 
> ID==734 & inrange(year,2000,2006)

        +-------------------------------------------------------------------+
 27142. |  ID | year | miss_i~w | EnrY_C.. | EnrY_C.. | EnrY_C.. | EnrY_C.. |
        | 734 | 2000 |        1 |        . |        . |        . |        . |
        |-------------------------------------------------------------------|
        |      EnrY_C..       |       EnrY_C..       |       EnrY_C..       |
        |             .       |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27143. |  ID | year | miss_i~w | EnrY_C.. | EnrY_C.. | EnrY_C.. | EnrY_C.. |
        | 734 | 2001 |        1 |        . |        . |        . |        . |
        |-------------------------------------------------------------------|
        |      EnrY_C..       |       EnrY_C..       |       EnrY_C..       |
        |             .       |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27144. |  ID | year | miss_i~w | EnrY_C.. | EnrY_C.. | EnrY_C.. | EnrY_C.. |
        | 734 | 2002 |        1 |     2002 |        . |        . |        . |
        |-------------------------------------------------------------------|
        |      EnrY_C..       |       EnrY_C..       |       EnrY_C..       |
        |             .       |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27145. |  ID | year | miss_i~w | EnrY_C.. | EnrY_C.. | EnrY_C.. | EnrY_C.. |
        | 734 | 2003 |        1 |        . |     2003 |     2003 |        . |
        |-------------------------------------------------------------------|
        |      EnrY_C..       |       EnrY_C..       |       EnrY_C..       |
        |             .       |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27146. |  ID | year | miss_i~w | EnrY_C.. | EnrY_C.. | EnrY_C.. | EnrY_C.. |
        | 734 | 2004 |        1 |        . |        . |        . |     2004 |
        |-------------------------------------------------------------------|
        |      EnrY_C..       |       EnrY_C..       |       EnrY_C..       |
        |          2004       |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27147. |  ID | year | miss_i~w | EnrY_C.. | EnrY_C.. | EnrY_C.. | EnrY_C.. |
        | 734 | 2005 |        1 |        . |        . |        . |        . |
        |-------------------------------------------------------------------|
        |      EnrY_C..       |       EnrY_C..       |       EnrY_C..       |
        |             .       |           2005       |           2005       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27148. |  ID | year | miss_i~w | EnrY_C.. | EnrY_C.. | EnrY_C.. | EnrY_C.. |
        | 734 | 2006 |        0 |        . |        . |        . |        . |
        |-------------------------------------------------------------------|
        |      EnrY_C..       |       EnrY_C..       |       EnrY_C..       |
        |             .       |              .       |              .       |
        +-------------------------------------------------------------------+

. l ID year miss_interview Major1_Coll4_Term1_ Major1_Coll4_Term2_ Major1_Coll4
> _Term3_ Major1_Coll4_Term4_ Major1_Coll4_Term5_ Major1_Coll4_Term6_ Major1_Co
> ll4_Term7_ if ID==734 & inrange(year,2000,2006), nol

        +-------------------------------------------------------------------+
 27142. |  ID | year | miss_i~w | Major1.. | Major1.. | Major1.. | Major1.. |
        | 734 | 2000 |        1 |        . |        . |        . |        . |
        |-------------------------------------------------------------------|
        |      Major1..       |       Major1..       |       Major1..       |
        |             .       |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27143. |  ID | year | miss_i~w | Major1.. | Major1.. | Major1.. | Major1.. |
        | 734 | 2001 |        1 |        . |        . |        . |        . |
        |-------------------------------------------------------------------|
        |      Major1..       |       Major1..       |       Major1..       |
        |             .       |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27144. |  ID | year | miss_i~w | Major1.. | Major1.. | Major1.. | Major1.. |
        | 734 | 2002 |        1 |        7 |        . |        . |        . |
        |-------------------------------------------------------------------|
        |      Major1..       |       Major1..       |       Major1..       |
        |             .       |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27145. |  ID | year | miss_i~w | Major1.. | Major1.. | Major1.. | Major1.. |
        | 734 | 2003 |        1 |        . |        7 |        7 |        . |
        |-------------------------------------------------------------------|
        |      Major1..       |       Major1..       |       Major1..       |
        |             .       |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27146. |  ID | year | miss_i~w | Major1.. | Major1.. | Major1.. | Major1.. |
        | 734 | 2004 |        1 |        . |        . |        . |        7 |
        |-------------------------------------------------------------------|
        |      Major1..       |       Major1..       |       Major1..       |
        |             7       |              .       |              .       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27147. |  ID | year | miss_i~w | Major1.. | Major1.. | Major1.. | Major1.. |
        | 734 | 2005 |        1 |        . |        . |        . |        . |
        |-------------------------------------------------------------------|
        |      Major1..       |       Major1..       |       Major1..       |
        |             .       |              7       |             99       |
        +-------------------------------------------------------------------+

        +-------------------------------------------------------------------+
 27148. |  ID | year | miss_i~w | Major1.. | Major1.. | Major1.. | Major1.. |
        | 734 | 2006 |        0 |        . |        . |        . |        . |
        |-------------------------------------------------------------------|
        |      Major1..       |       Major1..       |       Major1..       |
        |             .       |              .       |              .       |
        +-------------------------------------------------------------------+

. l ID year miss_interview Grade_scale_Coll4_ Grade_scale_new_Coll4_ if ID==734
>  & inrange(year,2000,2006)

        +---------------------------------------------+
        |  ID   year   miss_i~w   Grade_..   Grade_.. |
        |---------------------------------------------|
 27142. | 734   2000          1          .         .n |
 27143. | 734   2001          1          .         .n |
 27144. | 734   2002          1          .         .n |
 27145. | 734   2003          1          .         .n |
 27146. | 734   2004          1          .         .n |
        |---------------------------------------------|
 27147. | 734   2005          1         .n          . |
 27148. | 734   2006          0          .   0 to 4.0 |
        +---------------------------------------------+

. 
. * get number of surveyGPA/Major/Enrollment dates per year (i.e. number of sem
> esters in the year)
. egen num_GPA_obs  = rownonmiss(Coll*_GPA_Term*_)

. egen num_Maj_obs  = rownonmiss(Major?_Coll*_Term*_)

. egen num_EnrD_obs = rownonmiss(EnrY_Coll*_Term*_  )

. 
. * see the distribution of number of semesters for years in which enrollment i
> s reported
. tab num_GPA_obs  if in_4yr==1 | in_2yr==1

num_GPA_obs |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |      7,148       30.94       30.94
          1 |      8,006       34.66       65.60
          2 |      5,817       25.18       90.78
          3 |      1,817        7.87       98.65
          4 |        250        1.08       99.73
          5 |         42        0.18       99.91
          6 |         11        0.05       99.96
          7 |          2        0.01       99.97
          8 |          4        0.02       99.99
          9 |          2        0.01      100.00
         11 |          1        0.00      100.00
------------+-----------------------------------
      Total |     23,100      100.00

. tab num_Maj_obs  if in_4yr==1 | in_2yr==1

num_Maj_obs |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |      5,170       22.38       22.38
          1 |      1,157        5.01       27.39
          2 |      7,369       31.90       59.29
          3 |        338        1.46       60.75
          4 |      6,506       28.16       88.92
          5 |         56        0.24       89.16
          6 |      2,160        9.35       98.51
          7 |          7        0.03       98.54
          8 |        274        1.19       99.73
          9 |          1        0.00       99.73
         10 |         37        0.16       99.89
         11 |          1        0.00       99.90
         12 |         12        0.05       99.95
         14 |          2        0.01       99.96
         16 |          4        0.02       99.97
         18 |          4        0.02       99.99
         20 |          1        0.00      100.00
         22 |          1        0.00      100.00
------------+-----------------------------------
      Total |     23,100      100.00

. tab num_EnrD_obs if in_4yr==1 | in_2yr==1

num_EnrD_ob |
          s |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |      4,213       18.24       18.24
          1 |      7,965       34.48       52.72
          2 |      7,728       33.45       86.17
          3 |      2,686       11.63       97.80
          4 |        411        1.78       99.58
          5 |         61        0.26       99.84
          6 |         22        0.10       99.94
          7 |          4        0.02       99.96
          8 |          4        0.02       99.97
          9 |          4        0.02       99.99
         10 |          1        0.00      100.00
         11 |          1        0.00      100.00
------------+-----------------------------------
      Total |     23,100      100.00

. 
. *---------------------------------------
. * Correct surveyGPA for different grade scales
. *---------------------------------------
. * 1         0 to 4.0
. * 2         0 to 5.0
. * 3          0 to 10
. * 4        0  to 100
. * 5  Other (SPECIFY)
. * 99       UNCODABLE
. 
. * Get perent of surveyGPA observations that are not on a 4-point scale
. * local en0 = 0
. * local en02= 0
. * forvalues x = 1/8 {
.     * if inlist(`x',1) {
.         * local maxy = 26
.     * }
.     * else if inlist(`x',2) {
.         * local maxy = 18
.     * }
.     * else if inlist(`x',3) {
.         * local maxy = 17
.     * }
.     * else if inlist(`x',4) {
.         * local maxy = 7
.     * }
.     * else if inlist(`x',5) {
.         * local maxy = 8
.     * }
.     * else if inlist(`x',6,7,8) {
.         * local maxy = 3
.     * }
.     * forvalues y = 1/`maxy' {
.         * disp "College `x', Term `y'"
.         * qui count if inrange(College`x'_GPA_Term`y'_,0,.)
.         * local en1 `r(N)'
.         * qui count if inrange(College`x'_GPA_Term`y'_,401,.)
.         * local en2 `r(N)'
.         * disp "N = " `en1'
.         * disp "% not on 4-point scale: " `en2'/`en1'
.         * local en0  = `en0' +`en1'
.         * local en02 = `en02'+`en2'
.     * }
. * }
. * disp "Overall N = " `en0'
. * disp "Overall % not on 4-point scale: " `en02'/`en0'
. 
. * Convert letter GPAs to numbers (where applicable)
. forvalues x = 1/8 {
  2.     if inlist(`x',1) {
  3.         local maxy = 26
  4.     }
  5.     else if inlist(`x',2) {
  6.         local maxy = 18
  7.     }
  8.     else if inlist(`x',3) {
  9.         local maxy = 17
 10.     }
 11.     else if inlist(`x',4) {
 12.         local maxy = 7
 13.     }
 14.     else if inlist(`x',5) {
 15.         local maxy = 8
 16.     }
 17.     else if inlist(`x',6,7,8) {
 18.         local maxy = 3
 19.     }
 20.     forvalues y = 1/`maxy' {
 21.         qui generat Coll`x'_LetterGrd_Term`y'_ = .
 22.         qui replace Coll`x'_LetterGrd_Term`y'_ = 400 if inlist(Coll`x'_Let
> terGPA_Term`y'_,1,2)
 23.         qui replace Coll`x'_LetterGrd_Term`y'_ = 370 if inlist(Coll`x'_Let
> terGPA_Term`y'_,3)
 24.         qui replace Coll`x'_LetterGrd_Term`y'_ = 340 if inlist(Coll`x'_Let
> terGPA_Term`y'_,4)
 25.         qui replace Coll`x'_LetterGrd_Term`y'_ = 300 if inlist(Coll`x'_Let
> terGPA_Term`y'_,5)
 26.         qui replace Coll`x'_LetterGrd_Term`y'_ = 270 if inlist(Coll`x'_Let
> terGPA_Term`y'_,6)
 27.         qui replace Coll`x'_LetterGrd_Term`y'_ = 240 if inlist(Coll`x'_Let
> terGPA_Term`y'_,7)
 28.         qui replace Coll`x'_LetterGrd_Term`y'_ = 200 if inlist(Coll`x'_Let
> terGPA_Term`y'_,8)
 29.         qui replace Coll`x'_LetterGrd_Term`y'_ = 170 if inlist(Coll`x'_Let
> terGPA_Term`y'_,9)
 30.         qui replace Coll`x'_LetterGrd_Term`y'_ = 140 if inlist(Coll`x'_Let
> terGPA_Term`y'_,10)
 31.         qui replace Coll`x'_LetterGrd_Term`y'_ = 100 if inlist(Coll`x'_Let
> terGPA_Term`y'_,11)
 32.         qui replace Coll`x'_LetterGrd_Term`y'_ =  70 if inlist(Coll`x'_Let
> terGPA_Term`y'_,12)
 33.         qui replace Coll`x'_LetterGrd_Term`y'_ =   0 if inlist(Coll`x'_Let
> terGPA_Term`y'_,13)
 34.         qui replace Coll`x'_GPA_Term`y'_       = Coll`x'_LetterGrd_Term`y'
> _ if mi(Coll`x'_GPA_Term`y'_) & !mi(Coll`x'_LetterGrd_Term`y'_)
 35.     }
 36. }

. 
. * Correct surveyGPA according to reported grade scale
. forvalues x = 1/8 {
  2.     if inlist(`x',1) {
  3.         local maxy = 26
  4.     }
  5.     else if inlist(`x',2) {
  6.         local maxy = 18
  7.     }
  8.     else if inlist(`x',3) {
  9.         local maxy = 17
 10.     }
 11.     else if inlist(`x',4) {
 12.         local maxy = 7
 13.     }
 14.     else if inlist(`x',5) {
 15.         local maxy = 8
 16.     }
 17.     else if inlist(`x',6,7,8) {
 18.         local maxy = 3
 19.     }
 20.     forvalues y = 1/`maxy' {
 21.         qui replace Coll`x'_GPA_Term`y'_ = Coll`x'_GPA_Term`y'_*(4/5  ) if
>  Grade_scale_Coll`x'_ == 2
 22.         qui replace Coll`x'_GPA_Term`y'_ = Coll`x'_GPA_Term`y'_*(4/10 ) if
>  Grade_scale_Coll`x'_ == 3
 23.         qui replace Coll`x'_GPA_Term`y'_ = Coll`x'_GPA_Term`y'_*(4/100) if
>  Grade_scale_Coll`x'_ == 4
 24.         qui replace Coll`x'_GPA_Term`y'_ = .                            if
>  inlist(Grade_scale_Coll`x'_,5,99)
 25.         qui replace Coll`x'_GPA_Term`y'_ = Coll`x'_GPA_Term`y'_*(4/5  ) if
>  Grade_scale_new_Coll`x'_ == 2
 26.         qui replace Coll`x'_GPA_Term`y'_ = Coll`x'_GPA_Term`y'_*(4/10 ) if
>  Grade_scale_new_Coll`x'_ == 3
 27.         qui replace Coll`x'_GPA_Term`y'_ = Coll`x'_GPA_Term`y'_*(4/100) if
>  Grade_scale_new_Coll`x'_ == 4
 28.         qui replace Coll`x'_GPA_Term`y'_ = .                            if
>  inlist(Grade_scale_new_Coll`x'_,5,99)
 29.     }
 30. }

. 
. * Correct surveyGPA for those who don't report a grade scale
. forvalues x = 1/8 {
  2.     if inlist(`x',1) {
  3.         local maxy = 26
  4.     }
  5.     else if inlist(`x',2) {
  6.         local maxy = 18
  7.     }
  8.     else if inlist(`x',3) {
  9.         local maxy = 17
 10.     }
 11.     else if inlist(`x',4) {
 12.         local maxy = 7
 13.     }
 14.     else if inlist(`x',5) {
 15.         local maxy = 8
 16.     }
 17.     else if inlist(`x',6,7,8) {
 18.         local maxy = 3
 19.     }
 20.     forvalues y = 1/`maxy' {
 21.         qui replace Coll`x'_GPA_Term`y'_ = Coll`x'_GPA_Term`y'_*(4/5 )  if
>  inrange(Coll`x'_GPA_Term`y'_,401 ,500  ) & ~inlist(Grade_scale_Coll`x'_,2,3,
> 4) & ~inlist(Grade_scale_Coll`x'_,2,3,4)
 22.         qui replace Coll`x'_GPA_Term`y'_ = Coll`x'_GPA_Term`y'_*(4/10 ) if
>  inrange(Coll`x'_GPA_Term`y'_,501 ,1000 ) & ~inlist(Grade_scale_Coll`x'_,2,3,
> 4) & ~inlist(Grade_scale_Coll`x'_,2,3,4)
 23.         qui replace Coll`x'_GPA_Term`y'_ = Coll`x'_GPA_Term`y'_*(4/100) if
>  inrange(Coll`x'_GPA_Term`y'_,1001,10000) & ~inlist(Grade_scale_Coll`x'_,2,3,
> 4) & ~inlist(Grade_scale_Coll`x'_,2,3,4)
 24.     }
 25. }

. 
. * forvalues x = 1/8 {
.     * if inlist(`x',1) {
.         * local maxy = 26
.     * }
.     * else if inlist(`x',2) {
.         * local maxy = 18
.     * }
.     * else if inlist(`x',3) {
.         * local maxy = 17
.     * }
.     * else if inlist(`x',4) {
.         * local maxy = 7
.     * }
.     * else if inlist(`x',5) {
.         * local maxy = 8
.     * }
.     * else if inlist(`x',6,7,8) {
.         * local maxy = 3
.     * }
.     * forvalues y = 1/`maxy' {
.         * disp "College `x', Term `y'"
.         * count if inrange(College`x'_GPA_Term`y'_,401,.)
.     * }
. * }
. 
. * Divide surveyGPA by 100 to convert to 4-point scale (instead of 400-point s
> cale)
. forvalues x = 1/8 {
  2.     if inlist(`x',1) {
  3.         local maxy = 26
  4.     }
  5.     else if inlist(`x',2) {
  6.         local maxy = 18
  7.     }
  8.     else if inlist(`x',3) {
  9.         local maxy = 17
 10.     }
 11.     else if inlist(`x',4) {
 12.         local maxy = 7
 13.     }
 14.     else if inlist(`x',5) {
 15.         local maxy = 8
 16.     }
 17.     else if inlist(`x',6,7,8) {
 18.         local maxy = 3
 19.     }
 20.     forvalues y = 1/`maxy' {
 21.         qui replace Coll`x'_GPA_Term`y'_ = Coll`x'_GPA_Term`y'_/100
 22.     }
 23. }

. 
. * Hand-code two cases that have an extra zero on their surveyGPA:
. replace Coll1_GPA_Term1_ = Coll1_GPA_Term1_/10 if (ID==6911 & year==2008) | (
> ID==7854 & year==2001)
(2 real changes made)

. 
. * Check some IDs that may be problematic
. * l ID year Coll1_GPA_Term1_ Grade_scale_new_Coll1_ Grade_scale_Coll1_ if inl
> ist(ID,6911,7854), nol
. * Check some IDs that may be problematic
. * l ID year Coll1_GPA_Term1_ Grade_scale_new_Coll1_ Grade_scale_Coll1_ if inl
> ist(ID,6911,7854), nol
. *----------------------------------------------------------------------------
> -
. * Collapse the College Term specific data into one array, evaluated at Octobe
> r
. *----------------------------------------------------------------------------
> -
. egen    OOP               = rowtotal(Coll?_OOP_Term*_), missing
(315389 missing values generated)

. egen    recColParTransfer = rowtotal(Coll?_RecFromPar_Term*_ Coll?_RecFromFat
> h_Term*_ Coll?_RecFromGpar_Term*_ Coll?_RecFromMoth_Term*_ Coll?_RecFromORel_
> Term*_ ), missing
(315727 missing values generated)

. egen    colParTransfer    = rowtotal(Coll?_TotGiftFrFam?_Term*_ Coll?_TotLoan
> FrFam?_Term*_), missing
(322981 missing values generated)

. egen    HrsClass          = rowmean (Coll*_HrsInClass_Term*_)
(309406 missing values generated)

. egen    surveyCredits     = rowmean (Coll*_CredsTaken_Term*_)
(309312 missing values generated)

. egen    TuitionReported   = rowmean (Coll*_Tuition_Term*_)
(326355 missing values generated)

. egen    surveyGPA         = rowmean (Coll*_GPA_Term*_)
(312358 missing values generated)

. egen    Major             = rowfirst(Major?_Coll*_Term*_)
(309687 missing values generated)

. replace Major             = . if in_4yr==0
(10,653 real changes made, 10,653 to missing)

. lab val Major    vl_Majors

. 
. sum tscriptGPA if in_college

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
  tscriptGPA |      9,678    2.876312    .8901412          0          4

. local tranmu = `r(mean)'

. local transd = `r(sd)'

. sum surveyGPA if in_college

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
   surveyGPA |     15,986    3.113628    .6639387          0          4

. local svysd = `r(sd)'

. gen newSurveyGPAa = surveyGPA/(`svysd'/`transd')
(312,358 missing values generated)

. sum newSurveyGPAa if in_college

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
newSurveyG~a |     15,986    4.174434    .8901412          0   5.362791

. local svymu = `r(mean)'

. gen newSurveyGPAb = newSurveyGPAa-(`svymu'-`tranmu')
(312,358 missing values generated)

. sum tscriptGPA *urveyGPA* if in_college

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
  tscriptGPA |      9,678    2.876312    .8901412          0          4
   surveyGPA |     15,986    3.113628    .6639387          0          4
newSurveyG~a |     15,986    4.174434    .8901412          0   5.362791
newSurveyG~b |     15,986    2.876312    .8901412  -1.298122   4.064669

. gen     GPA               = tscriptGPA
(320,197 missing values generated)

. replace GPA               = newSurveyGPAb if  in_college & mi(tscriptGPA)
(8,705 real changes made)

. replace GPA               = .             if !in_college
(2,533 real changes made, 2,533 to missing)

. sum tscriptGPA GPA if in_college

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
  tscriptGPA |      9,678    2.876312    .8901412          0          4
         GPA |     18,383    2.859123     .915107  -1.298122   4.064669

. gen     GPAdiffVar        = tscriptGPA
(320,197 missing values generated)

. replace GPAdiffVar        = surveyGPA if  in_college & mi(tscriptGPA)
(8,705 real changes made)

. replace GPAdiffVar        = .         if !in_college
(2,533 real changes made, 2,533 to missing)

. 
. corr  surveyGPA tscriptGPA GPA GPAdiffVar if in_college
(obs=7,281)

             | survey~A tscri~PA      GPA GPAdif~r
-------------+------------------------------------
   surveyGPA |   1.0000
  tscriptGPA |   0.4909   1.0000
         GPA |   0.4909   1.0000   1.0000
  GPAdiffVar |   0.4909   1.0000   1.0000   1.0000


. mdesc surveyGPA tscriptGPA GPA GPAdiffVar if in_college
     Variable      Missing      Total     Missing/Total
    ------------------------------------------------------------
   surveyGPA        7114       23100        .307965
  tscriptGPA       13422       23100        .581039
         GPA        4717       23100        .204199
  GPAdiffVar        4717       23100        .204199

. 
. gen     Credits = tscriptCredits
(318,927 missing values generated)

. replace Credits = surveyCredits if  in_college & mi(tscriptCredits)
(9,473 real changes made)

. replace Credits = .             if !in_college
(2,997 real changes made, 2,997 to missing)

. 
. corr  surveyCredits tscriptCredits Credits if in_college
(obs=8,883)

             | surve~ts tscri~ts  Credits
-------------+---------------------------
surveyCred~s |   1.0000
tscriptCre~s |   0.3558   1.0000
     Credits |   0.3558   1.0000   1.0000


. mdesc surveyCredits tscriptCredits Credits if in_college
     Variable      Missing      Total     Missing/Total
    ------------------------------------------------------------
surveyCred~s        4744       23100        .205368
tscriptCre~s       12616       23100        .546147
     Credits        3143       23100        .136061

. 
. * Clean up parental transfer variables
. replace recColParTransfer = 0 if mi(recColParTransfer) & in_college
(9,653 real changes made)

. replace recColParTransfer = 1 if inrange(recColParTransfer,1,.) & in_college
(1,555 real changes made)

. replace recColParTransfer = 0 if !in_college
(307,632 real changes made)

. 
. replace colParTransfer = 0 if recColParTransfer==0 & in_college
(15,029 real changes made)

. replace colParTransfer = 0 if mi(colParTransfer)   & in_college
(243 real changes made)

. replace colParTransfer = 0 if                       !in_college
(309,128 real changes made)

. 
. * Deflate money by CPI
. replace OOP             = OOP/cpi
(7,048 real changes made)

. replace colParTransfer  = colParTransfer/cpi
(6,949 real changes made)

. replace TuitionReported = TuitionReported/cpi
(5,885 real changes made)

. 
. sum OOP               if in_college, d

                             OOP
-------------------------------------------------------------
      Percentiles      Smallest
 1%            0              0
 5%            0              0
10%            0              0       Obs              13,760
25%            0              0       Sum of Wgt.      13,760

50%            0                      Mean           372.6268
                        Largest       Std. Dev.       1016.92
75%      354.376       21940.27
90%     1023.261       22963.74       Variance        1034127
95%      1771.88       24917.95       Skewness       8.899734
99%     4360.756       27335.21       Kurtosis       148.2577

. sum recColParTransfer if in_college, d

                      recColParTransfer
-------------------------------------------------------------
      Percentiles      Smallest
 1%            0              0
 5%            0              0
10%            0              0       Obs              23,100
25%            0              0       Sum of Wgt.      23,100

50%            0                      Mean           .3488745
                        Largest       Std. Dev.      .4766245
75%            1              1
90%            1              1       Variance       .2271709
95%            1              1       Skewness        .634163
99%            1              1       Kurtosis       1.402163

. sum colParTransfer    if in_college, d

                       colParTransfer
-------------------------------------------------------------
      Percentiles      Smallest
 1%            0              0
 5%            0              0
10%            0              0       Obs              23,100
25%            0              0       Sum of Wgt.      23,100

50%            0                      Mean           1097.628
                        Largest       Std. Dev.      4216.726
75%     436.0756       91114.98
90%     3322.393        98373.7       Variance       1.78e+07
95%     6427.035       107442.4       Skewness       35.25758
99%      15064.7       376710.7       Kurtosis       2793.099

. sum HrsClass          if in_college, d

                          HrsClass
-------------------------------------------------------------
      Percentiles      Smallest
 1%            2              0
 5%            4              0
10%            6              0       Obs              18,205
25%            9              0       Sum of Wgt.      18,205

50%           13                      Mean           13.75439
                        Largest       Std. Dev.      7.045118
75%         16.5             70
90%           21             75       Variance       49.63369
95%         25.5             75       Skewness       1.547948
99%           40             80       Kurtosis        8.79403

. sum Credits           if in_college, d

                           Credits
-------------------------------------------------------------
      Percentiles      Smallest
 1%            0              0
 5%            2              0
10%            3              0       Obs              19,957
25%            7              0       Sum of Wgt.      19,957

50%           12                      Mean           10.95728
                        Largest       Std. Dev.      6.198478
75%           15            129
90%           16            144       Variance       38.42113
95%           18            168       Skewness       6.798497
99%           21            247       Kurtosis       178.1147

. sum surveyCredits     if in_college, d

                        surveyCredits
-------------------------------------------------------------
      Percentiles      Smallest
 1%     2.333333              0
 5%            4              0
10%            6              0       Obs              18,356
25%            9              0       Sum of Wgt.      18,356

50%           12                      Mean           11.80979
                        Largest       Std. Dev.      4.668931
75%           15             76
90%           16             89       Variance       21.79892
95%         17.5             95       Skewness       1.918509
99%           21             99       Kurtosis       30.34104

. sum tscriptCredits    if in_college, d

                       tscriptCredits
-------------------------------------------------------------
      Percentiles      Smallest
 1%            0              0
 5%            0              0
10%            3              0       Obs              10,484
25%            6              0       Sum of Wgt.      10,484

50%           12                      Mean            10.4298
                        Largest       Std. Dev.       7.11673
75%           15            129
90%           16            144       Variance       50.64785
95%           18            168       Skewness       7.994423
99%           20            247       Kurtosis       190.6307

. sum TuitionReported   if in_college, d

                       TuitionReported
-------------------------------------------------------------
      Percentiles      Smallest
 1%            0              0
 5%     66.44785              0
10%     122.7913              0       Obs               4,584
25%     281.1828              0       Sum of Wgt.       4,584

50%     581.4187                      Mean           911.4526
                        Largest       Std. Dev.      1388.173
75%     1046.581       17207.83
90%     1891.802       20199.43       Variance        1927023
95%      2657.82       32135.18       Skewness       10.47453
99%     5814.187        39867.3       Kurtosis       217.3591

. sum GPA               if in_college, d

                             GPA
-------------------------------------------------------------
      Percentiles      Smallest
 1%            0      -1.298122
 5%          1.2      -1.298122
10%         1.75      -1.298122       Obs              18,383
25%         2.44      -1.298122       Sum of Wgt.      18,383

50%            3                      Mean           2.859123
                        Largest       Std. Dev.       .915107
75%      3.52839       4.064669
90%     3.930599       4.064669       Variance       .8374208
95%            4       4.064669       Skewness      -1.335071
99%     4.064669       4.064669       Kurtosis        5.93996

. sum surveyGPA         if in_college, d

                          surveyGPA
-------------------------------------------------------------
      Percentiles      Smallest
 1%         .136              0
 5%            2              0
10%          2.4              0       Obs              15,986
25%          2.8              0       Sum of Wgt.      15,986

50%          3.2                      Mean           3.113628
                        Largest       Std. Dev.      .6639387
75%          3.6              4
90%        3.875              4       Variance       .4408147
95%            4              4       Skewness      -1.556836
99%            4              4       Kurtosis       7.629581

. sum tscriptGPA        if in_college, d

                         tscriptGPA
-------------------------------------------------------------
      Percentiles      Smallest
 1%            0              0
 5%            1              0
10%          1.7              0       Obs               9,678
25%         2.38              0       Sum of Wgt.       9,678

50%            3                      Mean           2.876312
                        Largest       Std. Dev.      .8901412
75%         3.56              4
90%            4              4       Variance       .7923513
95%            4              4       Skewness      -.9787958
99%            4              4       Kurtosis       3.774752

. tab Major             if in_4yr, mi

                            Major |      Freq.     Percent        Cum.
----------------------------------+-----------------------------------
                  None/Don't Know |      1,416        9.35        9.35
    Agriculture/Natural resources |         73        0.48        9.84
                     Anthropology |         42        0.28       10.11
                      Archaeology |         10        0.07       10.18
Architecture/Environmental design |        122        0.81       10.99
                     Area studies |         30        0.20       11.18
              Biological sciences |        577        3.81       15.00
              Business management |      2,077       13.72       28.72
                   Communications |        577        3.81       32.53
     Computer/Information science |        562        3.71       36.24
                      Criminology |        357        2.36       38.60
                        Economics |        156        1.03       39.63
                        Education |        991        6.55       46.18
                      Engineering |        617        4.08       50.25
                          English |        279        1.84       52.10
                   Ethnic studies |          9        0.06       52.16
            Fine and applied arts |        562        3.71       55.87
                Foreign languages |         70        0.46       56.33
                          History |        218        1.44       57.77
                   Home economics |         47        0.31       58.08
        Interdisciplinary studies |        119        0.79       58.87
                      Mathematics |        148        0.98       59.85
                          Nursing |        353        2.33       62.18
         Other health professions |        477        3.15       65.33
                       Philosophy |         63        0.42       65.75
                Physical sciences |        181        1.20       66.94
 Political science and government |        292        1.93       68.87
                       Pre-dental |          1        0.01       68.88
                          Pre-law |         30        0.20       69.08
                          Pre-med |         60        0.40       69.47
                          Pre-vet |         24        0.16       69.63
                       Psychology |        680        4.49       74.12
                        Sociology |        272        1.80       75.92
       Theology/religious studies |         81        0.54       76.46
              Nutrition/Dietetics |         15        0.10       76.55
     Hotel/Hospitality management |         10        0.07       76.62
                               38 |         46        0.30       76.92
                               39 |          3        0.02       76.94
                               40 |         16        0.11       77.05
                               41 |         14        0.09       77.14
                               42 |          1        0.01       77.15
                               43 |         10        0.07       77.21
                               44 |         10        0.07       77.28
                               45 |          2        0.01       77.29
                               46 |          3        0.02       77.31
                               47 |          1        0.01       77.32
                               48 |          1        0.01       77.33
                               61 |          2        0.01       77.34
            Other field (SPECIFY) |        340        2.25       79.59
                        UNCODABLE |         21        0.14       79.73
                                . |      3,069       20.27      100.00
----------------------------------+-----------------------------------
                            Total |     15,137      100.00

. 
. generat DKMajor      =  Major==0

. generat missingMajor =  mi(Major)

. generat scienceMajor =  inlist(Major,1,6,9,13,21,25,36) // narrowest possible
>  definition of STEM

. generat otherMajor   = ~inlist(Major,1,6,9,13,21,25,36) & Major~=0 & ~mi(Majo
> r)

. replace scienceMajor = . if in_4yr==0
(317,271 real changes made, 317,271 to missing)

. replace DKMajor      = . if in_4yr==0
(317,271 real changes made, 317,271 to missing)

. replace missingMajor = . if in_4yr==0
(317,271 real changes made, 317,271 to missing)

. replace otherMajor   = . if in_4yr==0
(317,271 real changes made, 317,271 to missing)

. 
. generat scienceMajorA =  inlist(Major,6,  9   ,13,21   ,25,27,29,30) // take 
> out Business, Econ, and Nursing

. generat otherMajorA   = ~inlist(Major,6,  9   ,13,21   ,25,27,29,30) & Major~
> =0 & ~mi(Major)

. replace scienceMajorA = . if in_4yr==0
(317,271 real changes made, 317,271 to missing)

. replace otherMajorA   = . if in_4yr==0
(317,271 real changes made, 317,271 to missing)

. 
. generat scienceMajorB =  inlist(Major,6,  9   ,13,21   ,25,26      ) // take 
> out Business, Econ, Nursing, and Pre-Meds, but add in NDFS

. generat otherMajorB   = ~inlist(Major,6,  9   ,13,21   ,25,26      ) & Major~
> =0 & ~mi(Major)

. replace scienceMajorB = . if in_4yr==0
(317,271 real changes made, 317,271 to missing)

. replace otherMajorB   = . if in_4yr==0
(317,271 real changes made, 317,271 to missing)

. 
. *----------------------------------------------------------------------------
> -
. * Create a variable for final major --- last non-missing Major for graduates
. *----------------------------------------------------------------------------
> -
. bys ID (year): egen final_majorA = lastnm(Major) if ever_grad_4yr==1
(323359 missing values generated)

. bys ID (year): egen final_major  = mean(final_majorA)
(247641 missing values generated)

. count if year==BA_year
  2,344

. count if final_majorA<.
  9,049

. * 27 and 29 are pre-dental, pre-med. These at one point were in the science m
> ajor but then the data didn't work so I'm seeing if they were causing the pro
> blem
. gen finalSciMajor     = (inlist(final_major,1,6,9,13,21,25      ,36) & final_
> major<.) // widest possible definition of STEM

. gen finalSciMajorA    = (inlist(final_major,  6,9,13,21,25,27,29,30) & final_
> major<.) // take out Business, Econ, and Nursing

. gen finalSciMajorB    = (inlist(final_major,  6,9,13,21,25,26      ) & final_
> major<.) // take out Business, Econ, Nursing, and Pre-Meds, but add in NDFS

. 
. 
. 
. *----------------------------------------------------------------------------
> -
. * Create average tuition variable from NCES statistics, based on college type
. * and level (e.g. 4-year public, 2-year private, etc.)
. * (https://nces.ed.gov/programs/digest/d16/tables/dt16_330.10.asp)
. *----------------------------------------------------------------------------
> -
. generat Tuition = .
(332,408 missing values generated)

. generat Room = .
(332,408 missing values generated)

. generat Board = .
(332,408 missing values generated)

. 
. * Public 4-year tuition
. replace Tuition = 3110  if year==1997 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(11 real changes made)

. replace Tuition = 3229  if year==1998 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(175 real changes made)

. replace Tuition = 3349  if year==1999 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(529 real changes made)

. replace Tuition = 3501  if year==2000 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(834 real changes made)

. replace Tuition = 3735  if year==2001 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(1,161 real changes made)

. replace Tuition = 4046  if year==2002 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(1,459 real changes made)

. replace Tuition = 4587  if year==2003 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(1,473 real changes made)

. replace Tuition = 5027  if year==2004 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(1,260 real changes made)

. replace Tuition = 5351  if year==2005 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(1,039 real changes made)

. replace Tuition = 5666  if year==2006 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(749 real changes made)

. replace Tuition = 5943  if year==2007 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(524 real changes made)

. replace Tuition = 6312  if year==2008 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(416 real changes made)

. replace Tuition = 6717  if year==2009 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(359 real changes made)

. replace Tuition = 7132  if year==2010 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(328 real changes made)

. replace Tuition = 7713  if year==2011 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(286 real changes made)

. replace Tuition = 8070  if year==2012 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(236 real changes made)

. replace Tuition = 8312  if year==2013 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(237 real changes made)

. replace Tuition = 8543  if year==2014 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(197 real changes made)

. replace Tuition = 8778  if year==2015 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_4yr==1
(193 real changes made)

. 
. * Private 4-year tuition
. replace Tuition = 13344 if year==1997 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(0 real changes made)

. replace Tuition = 13973 if year==1998 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(64 real changes made)

. replace Tuition = 14616 if year==1999 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(218 real changes made)

. replace Tuition = 15470 if year==2000 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(328 real changes made)

. replace Tuition = 16211 if year==2001 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(451 real changes made)

. replace Tuition = 16826 if year==2002 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(544 real changes made)

. replace Tuition = 17763 if year==2003 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(491 real changes made)

. replace Tuition = 18604 if year==2004 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(395 real changes made)

. replace Tuition = 19292 if year==2005 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(297 real changes made)

. replace Tuition = 20517 if year==2006 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(193 real changes made)

. replace Tuition = 21427 if year==2007 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(124 real changes made)

. replace Tuition = 22036 if year==2008 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(105 real changes made)

. replace Tuition = 22269 if year==2009 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(85 real changes made)

. replace Tuition = 22677 if year==2010 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(81 real changes made)

. replace Tuition = 23464 if year==2011 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(74 real changes made)

. replace Tuition = 24523 if year==2012 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(70 real changes made)

. replace Tuition = 25707 if year==2013 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(62 real changes made)

. replace Tuition = 26740 if year==2014 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(44 real changes made)

. replace Tuition = 27951 if year==2015 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_4yr==1
(45 real changes made)

. 
. * Public 2-year tuition
. replace Tuition = 1314  if year==1997 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(8 real changes made)

. replace Tuition = 1327  if year==1998 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(128 real changes made)

. replace Tuition = 1348  if year==1999 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(344 real changes made)

. replace Tuition = 1333  if year==2000 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(537 real changes made)

. replace Tuition = 1380  if year==2001 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(707 real changes made)

. replace Tuition = 1483  if year==2002 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(863 real changes made)

. replace Tuition = 1702  if year==2003 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(822 real changes made)

. replace Tuition = 1849  if year==2004 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(651 real changes made)

. replace Tuition = 1935  if year==2005 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(490 real changes made)

. replace Tuition = 2018  if year==2006 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(393 real changes made)

. replace Tuition = 2061  if year==2007 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(368 real changes made)

. replace Tuition = 2136  if year==2008 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(336 real changes made)

. replace Tuition = 2283  if year==2009 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(376 real changes made)

. replace Tuition = 2441  if year==2010 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(323 real changes made)

. replace Tuition = 2651  if year==2011 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(313 real changes made)

. replace Tuition = 2792  if year==2012 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(239 real changes made)

. replace Tuition = 2881  if year==2013 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(221 real changes made)

. replace Tuition = 2955  if year==2014 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(170 real changes made)

. replace Tuition = 3038  if year==2015 & inlist(floor(CollTypeTerm_Oct/100),10
> ,40) & in_2yr==1
(170 real changes made)

. 
. * Private 2-year tuition
. replace Tuition = 7464  if year==1997 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(0 real changes made)

. replace Tuition = 7854  if year==1998 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(6 real changes made)

. replace Tuition = 8225  if year==1999 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(14 real changes made)

. replace Tuition = 9067  if year==2000 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(33 real changes made)

. replace Tuition = 10076 if year==2001 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(38 real changes made)

. replace Tuition = 10651 if year==2002 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(39 real changes made)

. replace Tuition = 11545 if year==2003 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(44 real changes made)

. replace Tuition = 12122 if year==2004 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(34 real changes made)

. replace Tuition = 12450 if year==2005 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(23 real changes made)

. replace Tuition = 12708 if year==2006 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(28 real changes made)

. replace Tuition = 13126 if year==2007 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(32 real changes made)

. replace Tuition = 13562 if year==2008 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(26 real changes made)

. replace Tuition = 14862 if year==2009 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(33 real changes made)

. replace Tuition = 13687 if year==2010 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(39 real changes made)

. replace Tuition = 13961 if year==2011 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(31 real changes made)

. replace Tuition = 14149 if year==2012 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(27 real changes made)

. replace Tuition = 14170 if year==2013 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(25 real changes made)

. replace Tuition = 14254 if year==2014 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(19 real changes made)

. replace Tuition = 14524 if year==2015 & inlist(floor(CollTypeTerm_Oct/100),20
> ) & in_2yr==1
(13 real changes made)

. 
. * Public 4-year Room
. replace Room = 2301  if year==1997 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(11 real changes made)

. replace Room = 2409  if year==1998 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(175 real changes made)

. replace Room = 2519  if year==1999 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(529 real changes made)

. replace Room = 2654  if year==2000 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(834 real changes made)

. replace Room = 2816  if year==2001 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(1,161 real changes made)

. replace Room = 3029  if year==2002 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(1,459 real changes made)

. replace Room = 3212  if year==2003 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(1,473 real changes made)

. replace Room = 3418  if year==2004 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(1,260 real changes made)

. replace Room = 3664  if year==2005 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(1,039 real changes made)

. replace Room = 3878  if year==2006 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(749 real changes made)

. replace Room = 4082  if year==2007 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(524 real changes made)

. replace Room = 4331  if year==2008 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(416 real changes made)

. replace Room = 4564  if year==2009 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(359 real changes made)

. replace Room = 4832  if year==2010 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(328 real changes made)

. replace Room = 5031  if year==2011 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(286 real changes made)

. replace Room = 5241  if year==2012 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(236 real changes made)

. replace Room = 5479  if year==2013 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(237 real changes made)

. replace Room = 5677  if year==2014 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(197 real changes made)

. replace Room = 5850  if year==2015 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_4yr==1
(193 real changes made)

. 
. * Private 4-year Room
. replace Room = 2964  if year==1997 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(0 real changes made)

. replace Room = 3091  if year==1998 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(64 real changes made)

. replace Room = 3242  if year==1999 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(218 real changes made)

. replace Room = 3392  if year==2000 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(328 real changes made)

. replace Room = 3576  if year==2001 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(451 real changes made)

. replace Room = 3764  if year==2002 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(544 real changes made)

. replace Room = 3952  if year==2003 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(491 real changes made)

. replace Room = 4173  if year==2004 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(395 real changes made)

. replace Room = 4404  if year==2005 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(297 real changes made)

. replace Room = 4613  if year==2006 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(193 real changes made)

. replace Room = 4808  if year==2007 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(124 real changes made)

. replace Room = 5032  if year==2008 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(105 real changes made)

. replace Room = 5248  if year==2009 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(85 real changes made)

. replace Room = 5410  if year==2010 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(81 real changes made)

. replace Room = 5627  if year==2011 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(74 real changes made)

. replace Room = 5837  if year==2012 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(70 real changes made)

. replace Room = 6026  if year==2013 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(62 real changes made)

. replace Room = 6229  if year==2014 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(44 real changes made)

. replace Room = 6463  if year==2015 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_4yr==1
(45 real changes made)

. 
. * Public 2-year Room
. replace Room = 1401  if year==1997 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(8 real changes made)

. replace Room = 1450  if year==1998 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(128 real changes made)

. replace Room = 1549  if year==1999 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(344 real changes made)

. replace Room = 1600  if year==2000 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(537 real changes made)

. replace Room = 1722  if year==2001 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(707 real changes made)

. replace Room = 1954  if year==2002 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(863 real changes made)

. replace Room = 2089  if year==2003 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(822 real changes made)

. replace Room = 2174  if year==2004 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(651 real changes made)

. replace Room = 2251  if year==2005 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(490 real changes made)

. replace Room = 2407  if year==2006 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(393 real changes made)

. replace Room = 2506  if year==2007 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(368 real changes made)

. replace Room = 2664  if year==2008 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(336 real changes made)

. replace Room = 2854  if year==2009 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(376 real changes made)

. replace Room = 2955  if year==2010 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(323 real changes made)

. replace Room = 3100  if year==2011 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(313 real changes made)

. replace Room = 3247  if year==2012 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(239 real changes made)

. replace Room = 3448  if year==2013 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(221 real changes made)

. replace Room = 3559  if year==2014 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(170 real changes made)

. replace Room = 3772  if year==2015 & inlist(floor(CollTypeTerm_Oct/100),10,40
> ) & in_2yr==1
(170 real changes made)

. 
. * Private 2-year Room
. replace Room = 2672  if year==1997 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(0 real changes made)

. replace Room = 2581  if year==1998 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(6 real changes made)

. replace Room = 3067  if year==1999 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(14 real changes made)

. replace Room = 3006  if year==2000 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(33 real changes made)

. replace Room = 3116  if year==2001 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(38 real changes made)

. replace Room = 3232  if year==2002 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(39 real changes made)

. replace Room = 3581  if year==2003 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(44 real changes made)

. replace Room = 4475  if year==2004 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(34 real changes made)

. replace Room = 4173  if year==2005 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(23 real changes made)

. replace Room = 4147  if year==2006 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(28 real changes made)

. replace Room = 4484  if year==2007 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(32 real changes made)

. replace Room = 4537  if year==2008 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(26 real changes made)

. replace Room = 5211  if year==2009 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(33 real changes made)

. replace Room = 4939  if year==2010 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(39 real changes made)

. replace Room = 5169  if year==2011 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(31 real changes made)

. replace Room = 5228  if year==2012 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(27 real changes made)

. replace Room = 5489  if year==2013 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(25 real changes made)

. replace Room = 5504  if year==2014 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(19 real changes made)

. replace Room = 5666  if year==2015 & inlist(floor(CollTypeTerm_Oct/100),20) &
>  in_2yr==1
(13 real changes made)

. 
. * Public 4-year Board
. replace Board = 2263  if year==1997 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(11 real changes made)

. replace Board = 2389  if year==1998 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(175 real changes made)

. replace Board = 2406  if year==1999 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(529 real changes made)

. replace Board = 2499  if year==2000 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(834 real changes made)

. replace Board = 2645  if year==2001 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(1,161 real changes made)

. replace Board = 2712  if year==2002 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(1,459 real changes made)

. replace Board = 2876  if year==2003 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(1,473 real changes made)

. replace Board = 2981  if year==2004 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(1,260 real changes made)

. replace Board = 3093  if year==2005 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(1,039 real changes made)

. replace Board = 3253  if year==2006 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(749 real changes made)

. replace Board = 3404  if year==2007 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(524 real changes made)

. replace Board = 3619  if year==2008 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(416 real changes made)

. replace Board = 3755  if year==2009 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(359 real changes made)

. replace Board = 3956  if year==2010 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(328 real changes made)

. replace Board = 4042  if year==2011 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(286 real changes made)

. replace Board = 4163  if year==2012 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(236 real changes made)

. replace Board = 4308  if year==2013 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(237 real changes made)

. replace Board = 4412  if year==2014 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(197 real changes made)

. replace Board = 4561  if year==2015 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_4yr==1
(193 real changes made)

. 
. * Private 4-year Board
. replace Board = 2761  if year==1997 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(0 real changes made)

. replace Board = 2865  if year==1998 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(64 real changes made)

. replace Board = 2879  if year==1999 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(218 real changes made)

. replace Board = 2993  if year==2000 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(328 real changes made)

. replace Board = 3109  if year==2001 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(451 real changes made)

. replace Board = 3197  if year==2002 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(544 real changes made)

. replace Board = 3354  if year==2003 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(491 real changes made)

. replace Board = 3483  if year==2004 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(395 real changes made)

. replace Board = 3637  if year==2005 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(297 real changes made)

. replace Board = 3788  if year==2006 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(193 real changes made)

. replace Board = 3991  if year==2007 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(124 real changes made)

. replace Board = 4206  if year==2008 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(105 real changes made)

. replace Board = 4329  if year==2009 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(85 real changes made)

. replace Board = 4430  if year==2010 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(81 real changes made)

. replace Board = 4586  if year==2011 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(74 real changes made)

. replace Board = 4712  if year==2012 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(70 real changes made)

. replace Board = 4866  if year==2013 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(62 real changes made)

. replace Board = 5021  if year==2014 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(44 real changes made)

. replace Board = 5116  if year==2015 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_4yr==1
(45 real changes made)

. 
. * Public 2-year Board
. replace Board = 1795  if year==1997 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(8 real changes made)

. replace Board = 1828  if year==1998 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(128 real changes made)

. replace Board = 1834  if year==1999 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(344 real changes made)

. replace Board = 1906  if year==2000 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(537 real changes made)

. replace Board = 2036  if year==2001 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(707 real changes made)

. replace Board = 2164  if year==2002 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(863 real changes made)

. replace Board = 2221  if year==2003 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(822 real changes made)

. replace Board = 2353  if year==2004 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(651 real changes made)

. replace Board = 2306  if year==2005 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(490 real changes made)

. replace Board = 2390  if year==2006 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(393 real changes made)

. replace Board = 2409  if year==2007 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(368 real changes made)

. replace Board = 2769  if year==2008 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(336 real changes made)

. replace Board = 2571  if year==2009 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(376 real changes made)

. replace Board = 2683  if year==2010 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(323 real changes made)

. replace Board = 2866  if year==2011 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(313 real changes made)

. replace Board = 2888  if year==2012 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(239 real changes made)

. replace Board = 2955  if year==2013 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(221 real changes made)

. replace Board = 3072  if year==2014 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(170 real changes made)

. replace Board = 3128  if year==2015 & inlist(floor(CollTypeTerm_Oct/100),10,4
> 0) & in_2yr==1
(170 real changes made)

. 
. * Private 2-year Board
. replace Board = 2785  if year==1997 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(0 real changes made)

. replace Board = 2884  if year==1998 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(6 real changes made)

. replace Board = 2753  if year==1999 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(14 real changes made)

. replace Board = 2834  if year==2000 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(33 real changes made)

. replace Board = 2633  if year==2001 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(38 real changes made)

. replace Board = 3870  if year==2002 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(39 real changes made)

. replace Board = 4432  if year==2003 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(44 real changes made)

. replace Board = 3700  if year==2004 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(34 real changes made)

. replace Board = 4781  if year==2005 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(23 real changes made)

. replace Board = 3429  if year==2006 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(28 real changes made)

. replace Board = 4074  if year==2007 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(32 real changes made)

. replace Board = 4627  if year==2008 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(26 real changes made)

. replace Board = 4390  if year==2009 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(33 real changes made)

. replace Board = 4475  if year==2010 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(39 real changes made)

. replace Board = 4475  if year==2011 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(31 real changes made)

. replace Board = 3977  if year==2012 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(27 real changes made)

. replace Board = 4211  if year==2013 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(25 real changes made)

. replace Board = 4560  if year==2014 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(19 real changes made)

. replace Board = 4177  if year==2015 & inlist(floor(CollTypeTerm_Oct/100),20) 
> & in_2yr==1
(13 real changes made)

. 
. * Deflate by CPI
. replace Tuition = Tuition/cpi if !mi(Tuition)
(23,100 real changes made)

. replace    Room =    Room/cpi if !mi(   Room)
(23,100 real changes made)

. replace   Board =   Board/cpi if !mi(  Board)
(23,100 real changes made)

. 
. *----------------------------
. * Create CC/SO/DO variable -- use Stata custom command -spell- written by Nic
> k Cox
. *----------------------------
. * 3 different ways to define this: 1) any college; 2) 2-yr college only; 3) 4
> -yr college only
. * Need to decide how those who never start 4yr college are treated, since 4yr
>  graduation is considered "success"
. 
. * any college is considered a spell
. sort ID year

. spell if ~missIntLastSpell & year<2016, by(ID) cond(in_college==1 & grad_4yr=
> =0) spell(coll_spell) end(coll_end) seq(coll_seq) censor(coll_censor_l coll_c
> ensor_r)

. egen nspellsAny = max(coll_spell), by(ID)

. egen coll_spell_length = max(coll_seq), by(ID coll_spell)

. 
. * only 2yr college is considered a spell
. sort ID year

. spell if ~missIntLastSpell & year<2016, by(ID) cond(in_2yr==1 & grad_4yr==0) 
> spell(coll_2yr_spell) end(coll_2yr_end) seq(coll_2yr_seq) censor(coll_2yr_cen
> sor_l coll_2yr_censor_r)

. egen nspells2yr = max(coll_2yr_spell), by(ID)

. egen coll_2yr_spell_length = max(coll_2yr_seq), by(ID coll_2yr_spell)

. 
. * only 4yr college is considered a spell
. sort ID year

. spell if ~missIntLastSpell & year<2016, by(ID) cond(in_4yr==1 & grad_4yr==0) 
> spell(coll_4yr_spell) end(coll_4yr_end) seq(coll_4yr_seq) censor(coll_4yr_cen
> sor_l coll_4yr_censor_r)

. egen nspells4yr = max(coll_4yr_spell), by(ID)

. egen coll_4yr_spell_length = max(coll_4yr_seq), by(ID coll_4yr_spell)

. 
. bys ID (year): egen ever_coll_censor_r = max(coll_censor_r)

. 
. * Generate college completion variable here
. * people who have missIntLastSpell in their first year of grad_4yr
. gen CC          =((nspellsAny==1 & ever_grad_4yr==1 & ever_start_college & ev
> er_coll_censor_r==0) & ~(nspellsAny==1 & ever_start_2yr & ~ever_start_4yr & e
> ver_grad_4yr==0)) | inlist(ID,63,125,207,845,2140,3305,3559,4022,5954,6248,65
> 19,7021,7057,8783,8949)

. * people who have missIntLastSpell in their first year of grad_4yr
. gen CC_censored =((nspellsAny==1 & ever_grad_4yr==0 & ever_start_college & ev
> er_coll_censor_r==1) & ~(nspellsAny==1 & ever_start_2yr & ~ever_start_4yr & e
> ver_grad_4yr==0))

. gen SO_but_grad = (nspellsAny>=2 & ever_grad_4yr==1 & ever_start_college & ev
> er_coll_censor_r==0)

. gen SO_then_DO  = (nspellsAny>=2 & ever_grad_4yr==0 & ever_start_college & ev
> er_coll_censor_r==0)

. * people who are enrolled in college in the last year of data but who also ha
> ve missIntLastSpell in the last year of data
. gen SO_censored = (nspellsAny>=2 & ever_grad_4yr==0 & ever_start_college & ev
> er_coll_censor_r==1)

. * 2yr CCers are re-classified here as dropouts ... however, 5 of them had no 
> 4yr history but reported receiving BA degrees. I'm keeping those guys as CCer
> s
. gen DO                    = (nspellsAny==1 & ever_grad_4yr==0 & ever_start_co
> llege & ever_coll_censor_r==0) | (nspellsAny==1 & ever_start_2yr & ~ever_star
> t_4yr & ever_grad_4yr==0)

. gen DO_2yr                = (nspells2yr==1 & ever_start_4yr==0 & ever_grad_2y
> r==1 & ever_start_college & ever_coll_censor_r==0)

. gen SO_but_grad_2yr_break = (nspells2yr==1 & nspells4yr==1 & nspellsAny>=2 & 
> ever_grad_2yr==1 & ever_grad_4yr==1 & ever_start_college & ever_coll_censor_r
> ==0)

. gen SO_then_DO_2yr_break  = (nspells2yr==1 & nspells4yr==1 & nspellsAny>=2 & 
> ever_grad_2yr==1 & ever_grad_4yr==0 & ever_start_college & ever_coll_censor_r
> ==0)

. 
. * assert CC+CC_censored+SO_but_grad+SO_then_DO+SO_censored+DO==1 if ever_star
> t_college & ID~=8072
. tab ID if (CC+CC_censored+SO_but_grad+SO_then_DO+SO_censored+DO!=1) & ever_st
> art_college

         ID |      Freq.     Percent        Cum.
------------+-----------------------------------
       8783 |         37      100.00      100.00
------------+-----------------------------------
      Total |         37      100.00

. 
. generat CC_DO_SO = .
(332,408 missing values generated)

. replace CC_DO_SO = 1 if CC
(67,377 real changes made)

. replace CC_DO_SO = 2 if SO_but_grad
(18,907 real changes made)

. replace CC_DO_SO = 3 if SO_then_DO
(32,264 real changes made)

. replace CC_DO_SO = 4 if DO
(73,852 real changes made)

. replace CC_DO_SO = 5 if CC_censored
(1,517 real changes made)

. replace CC_DO_SO = 6 if SO_censored
(9,361 real changes made)

. 
. mdesc CC CC_censored SO_but_grad SO_then_DO SO_censored DO CC_DO_SO if ever_s
> tart_college & ID~=8072
     Variable      Missing      Total     Missing/Total
    ------------------------------------------------------------
          CC           0      203204              0
 CC_censored           0      203204              0
 SO_but_grad           0      203204              0
  SO_then_DO           0      203204              0
 SO_censored           0      203204              0
          DO           0      203204              0
    CC_DO_SO           0      203204              0

. tab ID if mi(CC_DO_SO) & ever_start_college & ID~=8072
no observations

. 
. label define vlCCDOSO 1 "Continuous completion" 2 "Stopout but graduate" 3 "S
> topout but dropout" 4 "Dropout" 5 "CC, but right-censored" 6 "SO, but right-c
> ensored"

. label values CC_DO_SO vlCCDOSO

. 
. generat CC_DO_SO_2yr = .
(332,408 missing values generated)

. replace CC_DO_SO_2yr = 1 if CC
(67,377 real changes made)

. replace CC_DO_SO_2yr = 2 if SO_but_grad
(18,907 real changes made)

. replace CC_DO_SO_2yr = 3 if SO_but_grad_2yr_break
(1,443 real changes made)

. replace CC_DO_SO_2yr = 4 if SO_then_DO
(32,264 real changes made)

. replace CC_DO_SO_2yr = 5 if SO_then_DO_2yr_break
(2,368 real changes made)

. replace CC_DO_SO_2yr = 6 if DO
(73,852 real changes made)

. replace CC_DO_SO_2yr = 7 if DO_2yr
(8,880 real changes made)

. replace CC_DO_SO_2yr = 8 if CC_censored
(1,517 real changes made)

. replace CC_DO_SO_2yr = 9 if SO_censored
(9,361 real changes made)

. 
. label define vlCCDOSO2yr 1 "Continuous completion" 2 "Stopout but graduate (a
> ll others)" 3 "Stopout but graduate (break between 2yr and 4yr)" 4 "Stopout b
> ut dropout (all others)" 5 "Stopout but dropout (break between 2yr and 4yr)" 
> 6 "Dropout (all others)" 7 "Dropout (Grad 2yr, never 4yr)" 8 "CC, but right-c
> ensored" 9 "SO, but right-censored"

. label values CC_DO_SO_2yr vlCCDOSO2yr

. 
. 
. *----------------------------
. * Get stopout length
. *----------------------------
. bys ID (year): gen cum_coll_spell = sum(coll_end)

. 
. forvalues x=1/4 {
  2.     sort ID year
  3.     spell if ~missIntLastSpell & cum_coll_spell==`x' & nspellsAny>=`=`x'+1
> ', by(ID) cond(in_college==0) spell(coll_SO`x'_spell) end(coll_SO`x'_end) seq
> (coll_SO`x'_seq) censor(coll_SO`x'_censor_l coll_SO`x'_censor_r)
  4. }

. /*
> use Nick Cox's -spell- command!!!
> 
> Options
> -------
> fcond(fcondstr) specifies a true or false condition that defines the
>     start of a spell: to be precise, the first observation in a spell.
>     A new spell starts whenever this condition is true.
> 
>     If varname is specified, and neither fcond( ) nor cond( ) is
>     specified, fcond( ) defaults to "varname != varname[_n-1]".
> 
> cond(condstr) specifies a true or false condition that defines the
>     spell.
> 
> pcond(pcondstr) is equivalent to
> 
>     cond((pcondstr) > 0 & (pcondstr) < .))
> 
>     That is, some expression pcondstr evaluates to a positive number
>     (but not missing).  Commonly, the expression is just the name of
>     a numeric variable.
> 
> Only one of fcond( ), cond( ) and pcond( ) may be specified.
> 
> by(byvarlist) specifies one or more variables that subdivide the
>     data into groups. For example, the byvarlist could specify
>     individual people. A further condition on a spell is then that
>     the variable or variables in a byvarlist remain constant.
> 
>     With by( ), spell sorts data first by byvarlist and then by the
>     order of the data when called. It then identifies spells. See also
>     resort below.
> 
> censor(censorvarlist) defines two new variables that are 1 if the
>     spell is left- or right-censored and 0 otherwise. A left-censored
>     spell starts at the first relevant observation (so it might have
>     started earlier, except that we have no data to determine that). A
>     right-censored spell ends at the last relevant observation (so it
>     might have ended later, except that we have no data to determine
>     that). censor( ) should specify two new variable names, separated
>     by white space (e.g. censor(cl cr)), for indicating left-censored
>     and right-censoring. As a special case, censor(.) indicates that
>     _cl and _cr should be tried as new variable names.
> 
> end(endvar) defines a new variable that is 1 at the end of each
>     spell and 0 otherwise. _end is tried as a variable name if this
>     option is not specified.
> 
> seq(seqvar) defines a new variable that is the number of
>     observations so far in the spell. _seq is tried as a variable name
>     if this option is not specified.
> 
> spell(spellvar) defines a new variable that is the number of spells
>     so far. All observations in the first spell are tagged with 1, all
>     in the second with 2, and so on. _spell is tried as a variable name
>     if this option is not specified. Under by( ), a separate count is
>     kept for distinct values of byvarlist.
> 
> replace indicates that any variables created by spell may overwrite
>     existing variables with the same names.
> 
> resort restores the original sort order of the observations after
>     identifying spells. (The default if by( ), if or in is invoked
>     is to sort the data so that comparable and relevant observations are
>     put together.)
> 
> 
> Examples
> --------
> spell party
> 
> Spells are distinct jobs (panel data):
> spell job, by(id)
> Number of spells (panel data):
> egen nspells = max(_spell), by(id)
> 
> To define spells of consecutive values of time:
> spell, f(_n == 1 | (time - time[_n - 1]) > 1) by(id)
> 
> Rainfall spells:
> spell, p(rain)
> For spells in which rainfall was at least 10 mm every day:
> spell, c(rain >= 10) e(hrend) s(hrseq)
> 
> To get information on spell lengths (# observations):
> su hrseq if hrend
> tab hrseq if hrend
> 
> Length of each spell in a new variable:
> spell ..
> egen length = max(_seq), by(_spell)
> 
> spell .., by(id)
> egen length = max(_seq), by(id _spell)
> 
> Duration (length in time) of each spell in a new variable:
> egen _tmax = max(time), by(_spell)
> egen _tmin = min(time), by(_spell)
> gen duration = _tmax - _tmin
> 
> Cumulative totals of varname:
> sort _spell _seq
> qui by _spell : gen _tot = sum(varname) if _seq
> 
> Sums of varname:
> egen total = sum(varname), by(_spell)
> */
. 
end of do-file

. 
. * Create primary activity variables and wages
. do y97_create_work.do

. /*---------------------------------------------------------------------------
> -------*\ 
> |       Codes from the employment status data                                
>         |
> |----------------------------------------------------------------------------
> --------|
> |  0: No information reported to account for week; job dates indeterminate   
>         |
> |  1: Not associated with an employer, not actively searching for an employer
>  job    |
> |  2: Not working (unemployment vs. out of labor force cannot be determined) 
>         |
> |  3: Associated with an employer, periods not working for the employer are m
> issing  |
> |  4: Unemployed                                                             
>         |
> |  5: Out of the labor force                                                 
>         |
> |  6: Active military service                                                
>         |
> | (): 4-8 digit employer code if employed                                    
>         |
> \*---------------------------------------------------------------------------
> -------*/
.  
. * Deflate Federal Minimum wage and annual income measures
. replace fedMinWage = fedMinWage/cpi // Deflate the federal minimum wage
(323,424 real changes made)

. replace Income     = Income/cpi     // Deflate annual earnings
(148,604 real changes made, 73,718 to missing)

. 
. * Fix "hours per week at Job X" variable
. capture noisily drop Hrs_week_Job*
variable Hrs_week_Job* not found

. foreach x of numlist 1/13 {
  2.     ren Hrs_per_week_Job`x'_ Hrs_week_Job`x'_
  3. }

. 
. sum Hrs_week_Job?_ Hrs_week_Job??_

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
Hrs_week~b1_ |    102,013    32.22073    14.41786          0        168
Hrs_week~b2_ |     45,919    29.04471    15.11352          0        168
Hrs_week~b3_ |     15,278    28.74067    14.69129          0        168
Hrs_week_~4_ |      4,442    28.02049    14.57919          0        168
Hrs_week_~5_ |      1,264    27.09177     14.4871          0        112
-------------+---------------------------------------------------------
Hrs_week_~6_ |        367    28.47956    14.69634          0         95
Hrs_week_~7_ |        116    29.19828    14.39156          0         80
Hrs_week_~8_ |         44    28.90909    14.50392          4         72
Hrs_week_~9_ |         17    26.88235    12.84466          2         40
Hrs_week~10_ |          6        29.5    15.92168          8         50
-------------+---------------------------------------------------------
Hrs_week~11_ |          4        28.5    14.27118          8         40
Hrs_week~12_ |          1          40           .         40         40
Hrs_week~13_ |          1          24           .         24         24

. 
. * replace "9702" etc. in Employment Status Array with "199702" etc.
. foreach x of numlist 1/53 {
  2.     qui replace Emp_Status_Week_`x'_ = 190000 + Emp_Status_Week_`x'_ if in
> range(Emp_Status_Week_`x'_,9701,9899)
  3. }

. 
. foreach y of numlist 1/13 {
  2.     qui replace Emp`y'_ID = 190000 + Emp`y'_ID if inrange(Emp`y'_ID,9701,9
> 899)
  3. }

. 
. sort ID year

. * Backfill the Employer ID, Wage rates, and Industry/Occupation codes for eve
> ryone in 2012/2014 (from 2013/2015, since 2013/15's interview covered two yea
> rs)
. foreach x of numlist 1/13 {
  2.     by ID: replace Emp`x'_ID         = Emp`x'_ID[_n+1]         if inlist(y
> ear,2012,2014)
  3.     by ID: replace Hrs_week_Job`x'_  = Hrs_week_Job`x'_[_n+1]  if inlist(y
> ear,2012,2014)
  4.     by ID: replace Hrly_wage_Job`x'_ = Hrly_wage_Job`x'_[_n+1] if inlist(y
> ear,2012,2014)
  5.     by ID: replace Hrly_comp_Job`x'_ = Hrly_comp_Job`x'_[_n+1] if inlist(y
> ear,2012,2014)
  6.     by ID: replace Job`x'_Occupation = Job`x'_Occupation[_n+1] if inlist(y
> ear,2012,2014)
  7.     by ID: replace Job`x'_Industry   = Job`x'_Industry[_n+1]   if inlist(y
> ear,2012,2014)
  8. }
(17,968 real changes made, 5,307 to missing)
(17,968 real changes made, 5,636 to missing)
(17,968 real changes made, 5,900 to missing)
(17,968 real changes made, 6,226 to missing)
(17,968 real changes made, 5,511 to missing)
(8,984 real changes made, 2,754 to missing)
(17,968 real changes made, 12,547 to missing)
(17,968 real changes made, 12,710 to missing)
(17,968 real changes made, 12,916 to missing)
(17,968 real changes made, 13,033 to missing)
(17,968 real changes made, 12,620 to missing)
(8,984 real changes made, 6,258 to missing)
(17,968 real changes made, 16,101 to missing)
(17,968 real changes made, 16,164 to missing)
(17,968 real changes made, 16,232 to missing)
(17,968 real changes made, 16,276 to missing)
(17,968 real changes made, 16,128 to missing)
(8,984 real changes made, 8,009 to missing)
(17,968 real changes made, 17,366 to missing)
(17,968 real changes made, 17,392 to missing)
(17,968 real changes made, 17,421 to missing)
(17,968 real changes made, 17,429 to missing)
(17,968 real changes made, 17,372 to missing)
(8,984 real changes made, 8,665 to missing)
(17,968 real changes made, 17,773 to missing)
(17,968 real changes made, 17,789 to missing)
(17,968 real changes made, 17,803 to missing)
(17,968 real changes made, 17,805 to missing)
(17,968 real changes made, 17,777 to missing)
(8,984 real changes made, 8,881 to missing)
(17,968 real changes made, 17,916 to missing)
(17,968 real changes made, 17,922 to missing)
(17,968 real changes made, 17,927 to missing)
(17,968 real changes made, 17,927 to missing)
(17,968 real changes made, 17,918 to missing)
(8,984 real changes made, 8,958 to missing)
(17,968 real changes made, 17,946 to missing)
(17,968 real changes made, 17,949 to missing)
(17,968 real changes made, 17,951 to missing)
(17,968 real changes made, 17,951 to missing)
(17,968 real changes made, 17,947 to missing)
(8,984 real changes made, 8,973 to missing)
(17,968 real changes made, 17,958 to missing)
(17,968 real changes made, 17,961 to missing)
(17,968 real changes made, 17,961 to missing)
(17,968 real changes made, 17,961 to missing)
(17,968 real changes made, 17,960 to missing)
(8,984 real changes made, 8,981 to missing)
(17,968 real changes made, 17,962 to missing)
(17,968 real changes made, 17,965 to missing)
(17,968 real changes made, 17,965 to missing)
(17,968 real changes made, 17,965 to missing)
(17,968 real changes made, 17,963 to missing)
(8,984 real changes made, 8,983 to missing)
(17,968 real changes made, 17,963 to missing)
(17,968 real changes made, 17,965 to missing)
(17,968 real changes made, 17,965 to missing)
(17,968 real changes made, 17,965 to missing)
(8,984 real changes made, 8,980 to missing)
(0 real changes made)
(8,984 real changes made, 8,981 to missing)
(8,984 real changes made, 8,982 to missing)
(8,984 real changes made, 8,982 to missing)
(8,984 real changes made, 8,982 to missing)
(8,984 real changes made, 8,981 to missing)
(0 real changes made)
(8,984 real changes made, 8,983 to missing)
(8,984 real changes made, 8,984 to missing)
(8,984 real changes made, 8,984 to missing)
(8,984 real changes made, 8,984 to missing)
(8,984 real changes made, 8,983 to missing)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)

. 
. foreach x of numlist 1/13 {
  2.     by ID: replace Job`x'_self_employed = Job`x'_self_employed[_n+1] if in
> list(year,2012,2014)
  3. }
(17,968 real changes made, 5,307 to missing)
(17,968 real changes made, 12,547 to missing)
(17,968 real changes made, 16,101 to missing)
(17,968 real changes made, 17,366 to missing)
(17,968 real changes made, 17,773 to missing)
(17,968 real changes made, 17,916 to missing)
(17,968 real changes made, 17,946 to missing)
(17,968 real changes made, 17,958 to missing)
(17,968 real changes made, 17,962 to missing)
(17,968 real changes made, 17,963 to missing)
(8,984 real changes made, 8,981 to missing)
(8,984 real changes made, 8,983 to missing)
(0 real changes made)

. 
. * Backfill the Employer ID, Wage rates, and Industry/Occupation codes for peo
> ple who missed interviews
. gsort ID -year

. foreach x of numlist 1/13 {
  2.     by ID: replace Emp`x'_ID         = Emp`x'_ID[_n-1]         if ~mi(Emp`
> x'_ID[_n-1]) & Emp`x'_ID[_n]==.n
  3.     by ID: replace Emp`x'_ID         = Emp`x'_ID[_n-1]         if ~mi(Emp`
> x'_ID[_n-1]) & inrange(year,1994,1996)
  4.     by ID: replace Hrs_week_Job`x'_  = Hrs_week_Job`x'_[_n-1]  if ~mi(Hrs_
> week_Job`x'_[_n-1]) & Hrs_week_Job`x'_[_n]==.n
  5.     by ID: replace Hrs_week_Job`x'_  = Hrs_week_Job`x'_[_n-1]  if ~mi(Hrs_
> week_Job`x'_[_n-1]) & inrange(year,1994,1996)
  6.     by ID: replace Hrly_wage_Job`x'_ = Hrly_wage_Job`x'_[_n-1] if ~mi(Hrly
> _wage_Job`x'_[_n-1]) & Hrly_wage_Job`x'_[_n]==.n
  7.     by ID: replace Hrly_wage_Job`x'_ = Hrly_wage_Job`x'_[_n-1] if ~mi(Hrly
> _wage_Job`x'_[_n-1]) & inrange(year,1994,1996)
  8.     by ID: replace Hrly_comp_Job`x'_ = Hrly_comp_Job`x'_[_n-1] if ~mi(Hrly
> _comp_Job`x'_[_n-1]) & Hrly_comp_Job`x'_[_n]==.n
  9.     by ID: replace Hrly_comp_Job`x'_ = Hrly_comp_Job`x'_[_n-1] if ~mi(Hrly
> _comp_Job`x'_[_n-1]) & inrange(year,1994,1996)
 10.     by ID: replace Job`x'_Occupation = Job`x'_Occupation[_n-1] if ~mi(Job`
> x'_Occupation[_n-1]) & Job`x'_Occupation[_n]==.n
 11.     by ID: replace Job`x'_Occupation = Job`x'_Occupation[_n-1] if ~mi(Job`
> x'_Occupation[_n-1]) & inrange(year,1994,1996)
 12.     by ID: replace Job`x'_Industry   = Job`x'_Industry[_n-1]   if ~mi(Job`
> x'_Industry[_n-1]) & Job`x'_Industry[_n]==.n
 13.     by ID: replace Job`x'_Industry   = Job`x'_Industry[_n-1]   if ~mi(Job`
> x'_Industry[_n-1]) & inrange(year,1994,1996)
 14. }
(10,355 real changes made)
(6,858 real changes made)
(9,807 real changes made)
(6,828 real changes made)
(9,503 real changes made)
(6,411 real changes made)
(8,896 real changes made)
(6,714 real changes made)
(9,951 real changes made)
(6,831 real changes made)
(8,677 real changes made)
(6,831 real changes made)
(7,095 real changes made)
(2,451 real changes made)
(6,855 real changes made)
(2,418 real changes made)
(6,648 real changes made)
(2,313 real changes made)
(6,385 real changes made)
(2,409 real changes made)
(6,936 real changes made)
(2,436 real changes made)
(6,063 real changes made)
(2,436 real changes made)
(4,126 real changes made)
(795 real changes made)
(4,004 real changes made)
(768 real changes made)
(3,918 real changes made)
(759 real changes made)
(3,724 real changes made)
(771 real changes made)
(4,085 real changes made)
(783 real changes made)
(3,558 real changes made)
(783 real changes made)
(2,185 real changes made)
(264 real changes made)
(2,050 real changes made)
(249 real changes made)
(2,035 real changes made)
(246 real changes made)
(1,948 real changes made)
(252 real changes made)
(2,155 real changes made)
(255 real changes made)
(1,828 real changes made)
(255 real changes made)
(932 real changes made)
(84 real changes made)
(844 real changes made)
(78 real changes made)
(819 real changes made)
(78 real changes made)
(788 real changes made)
(78 real changes made)
(903 real changes made)
(81 real changes made)
(763 real changes made)
(81 real changes made)
(392 real changes made)
(24 real changes made)
(335 real changes made)
(24 real changes made)
(334 real changes made)
(24 real changes made)
(315 real changes made)
(24 real changes made)
(382 real changes made)
(24 real changes made)
(313 real changes made)
(24 real changes made)
(226 real changes made)
(6 real changes made)
(187 real changes made)
(6 real changes made)
(189 real changes made)
(6 real changes made)
(172 real changes made)
(6 real changes made)
(215 real changes made)
(6 real changes made)
(186 real changes made)
(6 real changes made)
(80 real changes made)
(0 real changes made)
(57 real changes made)
(0 real changes made)
(55 real changes made)
(0 real changes made)
(51 real changes made)
(0 real changes made)
(66 real changes made)
(0 real changes made)
(53 real changes made)
(0 real changes made)
(25 real changes made)
(0 real changes made)
(12 real changes made)
(0 real changes made)
(12 real changes made)
(0 real changes made)
(12 real changes made)
(0 real changes made)
(26 real changes made)
(0 real changes made)
(11 real changes made)
(0 real changes made)
(9 real changes made)
(0 real changes made)
(3 real changes made)
(0 real changes made)
(3 real changes made)
(0 real changes made)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)

. 
. tab Hrly_comp_Job1_ if Main_job==1 & Hrly_comp_Job1_ >=., mi

     HOURLY |
COMPENSATIO |
 N AT JOB 1 |      Freq.     Percent        Cum.
------------+-----------------------------------
         .d |         32        0.45        0.45
         .i |      7,028       99.39       99.84
         .r |          8        0.11       99.96
         .v |          3        0.04      100.00
------------+-----------------------------------
      Total |      7,071      100.00

. tab Hrly_comp_Job2_ if Main_job==2 & Hrly_comp_Job2_ >=., mi

     HOURLY |
COMPENSATIO |
 N AT JOB 2 |      Freq.     Percent        Cum.
------------+-----------------------------------
         .i |        312       98.11       98.11
         .v |          6        1.89      100.00
------------+-----------------------------------
      Total |        318      100.00

. tab Hrly_comp_Job3_ if Main_job==3 & Hrly_comp_Job3_ >=., mi

     HOURLY |
COMPENSATIO |
 N AT JOB 3 |      Freq.     Percent        Cum.
------------+-----------------------------------
         .i |         20       95.24       95.24
         .v |          1        4.76      100.00
------------+-----------------------------------
      Total |         21      100.00

. tab Hrly_comp_Job4_ if Main_job==4 & Hrly_comp_Job4_ >=., mi

     HOURLY |
COMPENSATIO |
 N AT JOB 4 |      Freq.     Percent        Cum.
------------+-----------------------------------
         .i |          3      100.00      100.00
------------+-----------------------------------
      Total |          3      100.00

. tab Hrly_comp_Job5_ if Main_job==5 & Hrly_comp_Job5_ >=., mi
no observations

. tab Hrly_comp_Job6_ if Main_job==6 & Hrly_comp_Job6_ >=., mi
no observations

. 
. * Deflate wages
. foreach x of numlist 1/13 {
  2.     clonevar tempcompj`x' = Hrly_comp_Job`x'_
  3.     clonevar tempwagej`x' = Hrly_wage_Job`x'_
  4.     qui replace Hrly_comp_Job`x'_ = Hrly_comp_Job`x'_/cpi
  5.     qui replace Hrly_wage_Job`x'_ = Hrly_wage_Job`x'_/cpi
  6.     qui replace Hrly_comp_Job`x'_ = tempcompj`x' if mi(Hrly_comp_Job`x'_)
  7.     qui replace Hrly_wage_Job`x'_ = tempwagej`x' if mi(Hrly_wage_Job`x'_)
  8.     drop tempcompj`x'
  9.     drop tempwagej`x'
 10. }
(210,102 missing values generated)
(204,477 missing values generated)
(275,356 missing values generated)
(273,381 missing values generated)
(311,759 missing values generated)
(310,974 missing values generated)
(325,487 missing values generated)
(325,224 missing values generated)
(330,191 missing values generated)
(330,112 missing values generated)
(331,688 missing values generated)
(331,654 missing values generated)
(332,109 missing values generated)
(332,088 missing values generated)
(332,315 missing values generated)
(332,306 missing values generated)
(332,376 missing values generated)
(332,375 missing values generated)
(332,396 missing values generated)
(332,396 missing values generated)
(332,402 missing values generated)
(332,402 missing values generated)
(332,407 missing values generated)
(332,407 missing values generated)
(332,407 missing values generated)
(332,407 missing values generated)

. 
. tab Hrly_comp_Job1_ if Main_job==1 & Hrly_comp_Job1_ >=., mi

     HOURLY |
COMPENSATIO |
 N AT JOB 1 |      Freq.     Percent        Cum.
------------+-----------------------------------
         .d |         32        0.45        0.45
         .i |      7,028       99.39       99.84
         .r |          8        0.11       99.96
         .v |          3        0.04      100.00
------------+-----------------------------------
      Total |      7,071      100.00

. tab Hrly_comp_Job2_ if Main_job==2 & Hrly_comp_Job2_ >=., mi

     HOURLY |
COMPENSATIO |
 N AT JOB 2 |      Freq.     Percent        Cum.
------------+-----------------------------------
         .i |        312       98.11       98.11
         .v |          6        1.89      100.00
------------+-----------------------------------
      Total |        318      100.00

. tab Hrly_comp_Job3_ if Main_job==3 & Hrly_comp_Job3_ >=., mi

     HOURLY |
COMPENSATIO |
 N AT JOB 3 |      Freq.     Percent        Cum.
------------+-----------------------------------
         .i |         20       95.24       95.24
         .v |          1        4.76      100.00
------------+-----------------------------------
      Total |         21      100.00

. tab Hrly_comp_Job4_ if Main_job==4 & Hrly_comp_Job4_ >=., mi

     HOURLY |
COMPENSATIO |
 N AT JOB 4 |      Freq.     Percent        Cum.
------------+-----------------------------------
         .i |          3      100.00      100.00
------------+-----------------------------------
      Total |          3      100.00

. tab Hrly_comp_Job5_ if Main_job==5 & Hrly_comp_Job5_ >=., mi
no observations

. tab Hrly_comp_Job6_ if Main_job==6 & Hrly_comp_Job6_ >=., mi
no observations

. 
. foreach x of numlist 1/13 {
  2.     by ID: replace Job`x'_self_employed = Job`x'_self_employed[_n-1] if ~m
> i(Job`x'_self_employed[_n-1]) & Job`x'_self_employed[_n]==.n
  3.     by ID: replace Job`x'_self_employed = .                          if ~m
> i(Job`x'_self_employed[_n-1]) & inrange(year,1994,1999)
  4. }
(9,365 real changes made)
(0 real changes made)
(6,394 real changes made)
(0 real changes made)
(3,677 real changes made)
(0 real changes made)
(1,948 real changes made)
(0 real changes made)
(826 real changes made)
(0 real changes made)
(340 real changes made)
(0 real changes made)
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(0 real changes made)
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(0 real changes made)
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(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)

. sort ID year

. 
. * Generate Self Employed Weekly Status
. foreach x of numlist 1/53 {
  2.     generat Self_employed_Week`x'_ = 0
  3.     foreach y of numlist 1/13 {
  4.         replace Self_employed_Week`x'_ = 1 if Job`y'_self_employed==1 & Em
> p_Status_Week_`x'_==Emp`y'_ID
  5.     }
  6. }
(4,349 real changes made)
(1,065 real changes made)
(231 real changes made)
(49 real changes made)
(22 real changes made)
(4 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(4,371 real changes made)
(1,024 real changes made)
(218 real changes made)
(46 real changes made)
(16 real changes made)
(3 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(4,429 real changes made)
(1,015 real changes made)
(209 real changes made)
(44 real changes made)
(16 real changes made)
(3 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
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(0 real changes made)
(0 real changes made)
(4,463 real changes made)
(1,017 real changes made)
(200 real changes made)
(41 real changes made)
(15 real changes made)
(3 real changes made)
(2 real changes made)
(0 real changes made)
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(0 real changes made)
(0 real changes made)
(0 real changes made)
(4,509 real changes made)
(1,026 real changes made)
(192 real changes made)
(39 real changes made)
(13 real changes made)
(1 real change made)
(2 real changes made)
(0 real changes made)
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(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(4,545 real changes made)
(1,005 real changes made)
(184 real changes made)
(38 real changes made)
(13 real changes made)
(1 real change made)
(2 real changes made)
(0 real changes made)
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(0 real changes made)
(4,563 real changes made)
(988 real changes made)
(177 real changes made)
(38 real changes made)
(13 real changes made)
(2 real changes made)
(2 real changes made)
(0 real changes made)
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(0 real changes made)
(0 real changes made)
(0 real changes made)
(4,589 real changes made)
(979 real changes made)
(170 real changes made)
(39 real changes made)
(13 real changes made)
(2 real changes made)
(2 real changes made)
(0 real changes made)
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(0 real changes made)
(4,637 real changes made)
(966 real changes made)
(166 real changes made)
(37 real changes made)
(12 real changes made)
(2 real changes made)
(1 real change made)
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(0 real changes made)
(4,697 real changes made)
(940 real changes made)
(169 real changes made)
(38 real changes made)
(12 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
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(0 real changes made)
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(0 real changes made)
(4,720 real changes made)
(937 real changes made)
(161 real changes made)
(37 real changes made)
(11 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
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(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(4,735 real changes made)
(918 real changes made)
(163 real changes made)
(36 real changes made)
(11 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(4,746 real changes made)
(908 real changes made)
(162 real changes made)
(36 real changes made)
(11 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(4,834 real changes made)
(904 real changes made)
(150 real changes made)
(34 real changes made)
(10 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
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(0 real changes made)
(0 real changes made)
(0 real changes made)
(4,833 real changes made)
(892 real changes made)
(147 real changes made)
(32 real changes made)
(10 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(4,871 real changes made)
(881 real changes made)
(145 real changes made)
(32 real changes made)
(9 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(4,873 real changes made)
(867 real changes made)
(139 real changes made)
(30 real changes made)
(7 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(4,950 real changes made)
(874 real changes made)
(134 real changes made)
(28 real changes made)
(7 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(4,980 real changes made)
(871 real changes made)
(133 real changes made)
(27 real changes made)
(7 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(5,008 real changes made)
(867 real changes made)
(130 real changes made)
(23 real changes made)
(7 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(5,029 real changes made)
(860 real changes made)
(133 real changes made)
(21 real changes made)
(7 real changes made)
(2 real changes made)
(0 real changes made)
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(0 real changes made)
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(0 real changes made)
(5,081 real changes made)
(863 real changes made)
(129 real changes made)
(23 real changes made)
(7 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
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(0 real changes made)
(0 real changes made)
(5,159 real changes made)
(859 real changes made)
(123 real changes made)
(22 real changes made)
(7 real changes made)
(1 real change made)
(0 real changes made)
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(0 real changes made)
(5,172 real changes made)
(858 real changes made)
(117 real changes made)
(23 real changes made)
(6 real changes made)
(1 real change made)
(0 real changes made)
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(0 real changes made)
(0 real changes made)
(5,205 real changes made)
(832 real changes made)
(114 real changes made)
(24 real changes made)
(6 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
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(0 real changes made)
(5,201 real changes made)
(820 real changes made)
(112 real changes made)
(21 real changes made)
(6 real changes made)
(1 real change made)
(0 real changes made)
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(0 real changes made)
(5,258 real changes made)
(810 real changes made)
(111 real changes made)
(20 real changes made)
(6 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
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(0 real changes made)
(5,250 real changes made)
(799 real changes made)
(108 real changes made)
(17 real changes made)
(6 real changes made)
(1 real change made)
(0 real changes made)
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(5,259 real changes made)
(793 real changes made)
(101 real changes made)
(17 real changes made)
(6 real changes made)
(1 real change made)
(0 real changes made)
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(5,263 real changes made)
(780 real changes made)
(99 real changes made)
(18 real changes made)
(6 real changes made)
(1 real change made)
(0 real changes made)
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(5,318 real changes made)
(750 real changes made)
(94 real changes made)
(16 real changes made)
(6 real changes made)
(1 real change made)
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(5,318 real changes made)
(718 real changes made)
(87 real changes made)
(15 real changes made)
(6 real changes made)
(1 real change made)
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(5,325 real changes made)
(680 real changes made)
(79 real changes made)
(15 real changes made)
(5 real changes made)
(1 real change made)
(0 real changes made)
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(5,353 real changes made)
(644 real changes made)
(74 real changes made)
(14 real changes made)
(5 real changes made)
(1 real change made)
(0 real changes made)
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(0 real changes made)
(5,381 real changes made)
(612 real changes made)
(67 real changes made)
(13 real changes made)
(5 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
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(0 real changes made)
(5,423 real changes made)
(573 real changes made)
(63 real changes made)
(13 real changes made)
(4 real changes made)
(2 real changes made)
(0 real changes made)
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(5,395 real changes made)
(550 real changes made)
(62 real changes made)
(13 real changes made)
(3 real changes made)
(2 real changes made)
(0 real changes made)
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(0 real changes made)
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(0 real changes made)
(5,403 real changes made)
(525 real changes made)
(61 real changes made)
(12 real changes made)
(3 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
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(0 real changes made)
(0 real changes made)
(0 real changes made)
(5,409 real changes made)
(515 real changes made)
(58 real changes made)
(12 real changes made)
(3 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
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(0 real changes made)
(0 real changes made)
(0 real changes made)
(5,465 real changes made)
(500 real changes made)
(55 real changes made)
(13 real changes made)
(4 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(5,423 real changes made)
(507 real changes made)
(57 real changes made)
(12 real changes made)
(4 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(5,419 real changes made)
(516 real changes made)
(54 real changes made)
(12 real changes made)
(4 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(5,371 real changes made)
(519 real changes made)
(54 real changes made)
(12 real changes made)
(4 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(5,335 real changes made)
(532 real changes made)
(59 real changes made)
(13 real changes made)
(4 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(5,275 real changes made)
(530 real changes made)
(63 real changes made)
(11 real changes made)
(4 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(5,208 real changes made)
(539 real changes made)
(62 real changes made)
(11 real changes made)
(5 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(5,126 real changes made)
(548 real changes made)
(61 real changes made)
(11 real changes made)
(4 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(5,065 real changes made)
(558 real changes made)
(64 real changes made)
(11 real changes made)
(4 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(5,005 real changes made)
(580 real changes made)
(64 real changes made)
(12 real changes made)
(4 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(4,898 real changes made)
(585 real changes made)
(64 real changes made)
(12 real changes made)
(4 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(4,834 real changes made)
(609 real changes made)
(63 real changes made)
(13 real changes made)
(4 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(4,746 real changes made)
(627 real changes made)
(63 real changes made)
(15 real changes made)
(4 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(779 real changes made)
(119 real changes made)
(13 real changes made)
(1 real change made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)

. 
. * Generate the wage at the main job worked as defined by CV_MAINJOB_FLG
. gen wage_job_main = .
(332,408 missing values generated)

. gen comp_job_main = .
(332,408 missing values generated)

. foreach x of numlist 1/13 {
  2.     replace wage_job_main = Hrly_wage_Job`x'_ if Main_job==`x'
  3.     replace comp_job_main = Hrly_comp_Job`x'_ if Main_job==`x'
  4. }
(97,862 real changes made, 2,296 to missing)
(97,862 real changes made, 7,071 to missing)
(4,553 real changes made, 93 to missing)
(4,553 real changes made, 318 to missing)
(325 real changes made, 12 to missing)
(325 real changes made, 21 to missing)
(26 real changes made, 1 to missing)
(26 real changes made, 3 to missing)
(4 real changes made)
(4 real changes made)
(1 real change made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)

. 
. * Generate self-employed status at the main job worked as defined by CV_MAINJ
> OB_FLG
. gen self_employed_job_main = .
(332,408 missing values generated)

. foreach x of numlist 1/13 {
  2.     replace self_employed_job_main = Job`x'_self_employed==1 if Main_job==
> `x'
  3. }
(97,862 real changes made)
(4,553 real changes made)
(325 real changes made)
(26 real changes made)
(4 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)

. 
. * Generate Internship (based on the CV_MAINJOB_FLG variable)
. gen internship_job_main = .
(332,408 missing values generated)

. foreach x of numlist 1/13 {
  2.     replace internship_job_main = Job`x'_Internship if Main_job==`x'
  3. }
(97,862 real changes made, 3 to missing)
(4,553 real changes made, 6 to missing)
(325 real changes made, 3 to missing)
(26 real changes made)
(4 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)

. 
. * This loop generates weekly dummies for if someone was in the labor force or
>  not (i.e. employed or unemployed)
. foreach x of numlist 1/53 {
  2.     qui gen byte Labor_force_Week_`x' = inrange(Emp_Status_Week_`x'_,3,4) 
> | inrange(Emp_Status_Week_`x'_,7,.)
  3.     qui replace  Labor_force_Week_`x' = . if Emp_Status_Week_`x'_==.
  4. }

. 
. * This loop generates weekly dummies for if someone was NOT in the labor forc
> e or not (i.e. uncertain status, military, or out of labor force)
. foreach x of numlist 1/53 {
  2.     qui gen byte No_Labor_force_Week_`x' = ~mi(Emp_Status_Week_`x'_) & inl
> ist(Emp_Status_Week_`x'_,0,1,2,5,6)
  3.     qui replace  No_Labor_force_Week_`x' = . if Emp_Status_Week_`x'_==.
  4. }

. 
. * This loop generates weekly dummies for if someone was with a particular emp
> loyer (>6 is the ID; 3 is 'missing' ID)
. foreach x of numlist 1/53 {
  2.     qui gen byte Employed_Week_`x' = (Emp_Status_Week_`x'_==3 | inrange(Em
> p_Status_Week_`x'_,7,.))
  3.     qui replace  Employed_Week_`x' = . if Emp_Status_Week_`x'_==. | Labor_
> force_Week_`x' ==0
  4. }

. 
. * This loop generates weekly dummies for if the person was missing an employe
> r ID
. foreach x of numlist 1/53 {
  2.     qui gen byte Employed_noID_Week_`x' = Emp_Status_Week_`x'_==3
  3. }

. 
. * This loop generates weekly dummies for if the employment status was unknown
>  (0)
. foreach x of numlist 1/53 {
  2.     qui gen byte Emp_Status_Missing0_Week_`x' = (Emp_Status_Week_`x'_==0)
  3. }

. 
. * This loop generates weekly dummies for if the employment status was coded a
> s -5 (missed interview)
. foreach x of numlist 1/53 {
  2.     qui gen byte Emp_Status_MissingDotN_Week_`x' = (Emp_Status_Week_`x'_==
> .n)
  3. }

. 
. * This loop generates weekly dummies for if the employment status was coded a
> s -3 (invalid skip)
. foreach x of numlist 1/53 {
  2.     qui gen byte Emp_Status_MissingDotI_Week_`x' = (Emp_Status_Week_`x'_==
> .i)
  3. }

. 
. * This loop generates weekly dummies for if the employment status was coded a
> s -4 (valid skip)
. foreach x of numlist 1/53 {
  2.     qui gen byte Emp_Status_MissingDotV_Week_`x' = (Emp_Status_Week_`x'_==
> .v)
  3. }

. 
. * This loop generates weekly dummies for if the employment status was coded a
> s -2 (don't know)
. foreach x of numlist 1/53 {
  2.     qui gen byte Emp_Status_MissingDotD_Week_`x' = (Emp_Status_Week_`x'_==
> .d)
  3. }

. 
. * This loop generates weekly dummies for if the employment status was coded a
> s -1 (refused)
. foreach x of numlist 1/53 {
  2.     qui gen byte Emp_Status_MissingDotR_Week_`x' = (Emp_Status_Week_`x'_==
> .r)
  3. }

. 
. * This loop generates weekly dummies for if the employment status was coded a
> s . (general missing; this is a check for reshape errors)
. foreach x of numlist 1/53 {
  2.     qui gen byte Emp_Status_MissingDot_Week_`x' = (Emp_Status_Week_`x'_==.
> )
  3. }

. 
. * This loop generates weekly dummies for if the person was in the military
. foreach x of numlist 1/53 {
  2.     qui gen byte Military_Week_`x' = (Emp_Status_Week_`x'_==6)
  3. }

. 
. * These commands get total number of weeks spent in labor force status "x"
. qui egen weeks_employed               = rowtotal(Employed_Week_? Employed_Wee
> k_??)

. qui egen weeks_in_labor_force         = rowtotal(Labor_force_Week_? Labor_for
> ce_Week_??)

. qui egen Weeks_Employed_noID          = rowtotal(Employed_noID_Week_? Employe
> d_noID_Week_??)

. qui egen Weeks_Emp_Status_Missing0    = rowtotal(Emp_Status_Missing0_Week_? E
> mp_Status_Missing0_Week_??)

. qui egen Weeks_Emp_Status_MissingDotN = rowtotal(Emp_Status_MissingDotN_Week_
> ? Emp_Status_MissingDotN_Week_??)

. qui egen Weeks_Emp_Status_MissingDotI = rowtotal(Emp_Status_MissingDotI_Week_
> ? Emp_Status_MissingDotI_Week_??)

. qui egen Weeks_Emp_Status_MissingDotV = rowtotal(Emp_Status_MissingDotV_Week_
> ? Emp_Status_MissingDotV_Week_??)

. qui egen Weeks_Emp_Status_MissingDotD = rowtotal(Emp_Status_MissingDotD_Week_
> ? Emp_Status_MissingDotD_Week_??)

. qui egen Weeks_Emp_Status_MissingDotR = rowtotal(Emp_Status_MissingDotR_Week_
> ? Emp_Status_MissingDotR_Week_??)

. qui egen Weeks_Emp_Status_MissingDot  = rowtotal(Emp_Status_MissingDot_Week_?
>  Emp_Status_MissingDot_Week_??)

. 
. * Need to make a slight correction for weeks employed, etc. in 2015, since th
> e number of weeks reported depends on the interview date
. qui gen potential_LF_weeks         = 52-Weeks_Emp_Status_MissingDotV         
>             if year==2015 & inrange(Interview_date,ym(2015,11),ym(2015,12))

. qui gen weeks_employed_prime       = floor(52*(weeks_employed/potential_LF_we
> eks))       if year==2015 & inrange(Interview_date,ym(2015,11),ym(2015,12))

. qui gen weeks_in_labor_force_prime = floor(52*(weeks_in_labor_force/potential
> _LF_weeks)) if year==2015 & inrange(Interview_date,ym(2015,11),ym(2015,12))

. qui gen Weeks_Employed_noID_prime  = floor(52*(Weeks_Employed_noID/potential_
> LF_weeks))  if year==2015 & inrange(Interview_date,ym(2015,11),ym(2015,12))

. 
. replace weeks_employed       = weeks_employed_prime       if year==2015 & inr
> ange(Interview_date,ym(2015,11),ym(2015,12))
(2,912 real changes made)

. replace weeks_in_labor_force = weeks_in_labor_force_prime if year==2015 & inr
> ange(Interview_date,ym(2015,11),ym(2015,12))
(3,046 real changes made)

. replace Weeks_Employed_noID  = Weeks_Employed_noID_prime  if year==2015 & inr
> ange(Interview_date,ym(2015,11),ym(2015,12))
(5 real changes made)

. 
. 
. * * * * * * * * * * * * * * * * * * * Need to adjust this for Job 13???
. 
. * Hand-code Job 11 information for year 2002 and ID 6337 (the only person to 
> ever report 11 new jobs in one year)
. capture noisily drop Hrs_week_Job11_

. generat Hrs_week_Job11_ = .v
(332,408 missing values generated)

. replace Hrs_week_Job11_ = .n if Hrs_week_Job10_==.n
(11,326 real changes made, 11,326 to missing)

. replace Hrs_week_Job11_ = 40 if ID==6337 & year==2002
(1 real change made)

. 
. * Generate Job 1 ID
. foreach x of numlist 1/53 {
  2.     capture noisily drop Job1ID_Week`x'_
  3.     qui gen Job1ID_Week`x'_ = Emp_Status_Week_`x'_ if inrange(Emp_Status_W
> eek_`x'_,7,.)
  4. }
variable Job1ID_Week1_ not found
variable Job1ID_Week2_ not found
variable Job1ID_Week3_ not found
variable Job1ID_Week4_ not found
variable Job1ID_Week5_ not found
variable Job1ID_Week6_ not found
variable Job1ID_Week7_ not found
variable Job1ID_Week8_ not found
variable Job1ID_Week9_ not found
variable Job1ID_Week10_ not found
variable Job1ID_Week11_ not found
variable Job1ID_Week12_ not found
variable Job1ID_Week13_ not found
variable Job1ID_Week14_ not found
variable Job1ID_Week15_ not found
variable Job1ID_Week16_ not found
variable Job1ID_Week17_ not found
variable Job1ID_Week18_ not found
variable Job1ID_Week19_ not found
variable Job1ID_Week20_ not found
variable Job1ID_Week21_ not found
variable Job1ID_Week22_ not found
variable Job1ID_Week23_ not found
variable Job1ID_Week24_ not found
variable Job1ID_Week25_ not found
variable Job1ID_Week26_ not found
variable Job1ID_Week27_ not found
variable Job1ID_Week28_ not found
variable Job1ID_Week29_ not found
variable Job1ID_Week30_ not found
variable Job1ID_Week31_ not found
variable Job1ID_Week32_ not found
variable Job1ID_Week33_ not found
variable Job1ID_Week34_ not found
variable Job1ID_Week35_ not found
variable Job1ID_Week36_ not found
variable Job1ID_Week37_ not found
variable Job1ID_Week38_ not found
variable Job1ID_Week39_ not found
variable Job1ID_Week40_ not found
variable Job1ID_Week41_ not found
variable Job1ID_Week42_ not found
variable Job1ID_Week43_ not found
variable Job1ID_Week44_ not found
variable Job1ID_Week45_ not found
variable Job1ID_Week46_ not found
variable Job1ID_Week47_ not found
variable Job1ID_Week48_ not found
variable Job1ID_Week49_ not found
variable Job1ID_Week50_ not found
variable Job1ID_Week51_ not found
variable Job1ID_Week52_ not found
variable Job1ID_Week53_ not found

. 
. * Create employer-week job array
. forvalues x=1/53 {
  2.     forvalues Y = 1/13 {
  3.         qui gen byte employed_Job`Y'_week`x' = (Job1ID_Week`x'_==Emp`Y'_ID
>  & ~mi(Job1ID_Week`x'_))
  4.     }
  5. }

. * Get Weeks worked per job
. forvalues Y=1/13 {
  2.     gen byte weeks_employed_Job`Y' = 0
  3.     forvalues x = 1/53 {
  4.         qui replace weeks_employed_Job`Y' = weeks_employed_Job`Y' + (Job1I
> D_Week`x'_==Emp`Y'_ID & ~mi(Job1ID_Week`x'_))
  5.     }
  6. }

. * Create Weekly Wage Array
. forvalues x=1/53 {
  2.     forvalues Y = 1/13 {
  3.         qui generat wage_bill_week`x'_`Y' = Hrly_wage_Job`Y'_*employed_Job
> `Y'_week`x'*Hrs_week_Job`Y'_
  4.         qui generat comp_bill_week`x'_`Y' = Hrly_comp_Job`Y'_*employed_Job
> `Y'_week`x'*Hrs_week_Job`Y'_
  5.     }
  6. }

. forvalues x=1/53 {
  2.     forvalues Y = 1/13 {
  3.         qui generat total_hrs_week`x'_`Y' = employed_Job`Y'_week`x'*Hrs_we
> ek_Job`Y'_
  4.     }
  5. }

. forvalues x=1/53 {
  2.     egen wage_num_week`x' = rowtotal(wage_bill_week`x'_1 wage_bill_week`x'
> _2 wage_bill_week`x'_3 wage_bill_week`x'_4 wage_bill_week`x'_5 wage_bill_week
> `x'_6 wage_bill_week`x'_7 wage_bill_week`x'_8 wage_bill_week`x'_9 wage_bill_w
> eek`x'_10 wage_bill_week`x'_11 wage_bill_week`x'_12 wage_bill_week`x'_13), mi
> ssing
  3.     egen comp_num_week`x' = rowtotal(comp_bill_week`x'_1 comp_bill_week`x'
> _2 comp_bill_week`x'_3 comp_bill_week`x'_4 comp_bill_week`x'_5 comp_bill_week
> `x'_6 comp_bill_week`x'_7 comp_bill_week`x'_8 comp_bill_week`x'_9 comp_bill_w
> eek`x'_10 comp_bill_week`x'_11 comp_bill_week`x'_12 comp_bill_week`x'_13), mi
> ssing
  4. }
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)
(202295 missing values generated)
(205343 missing values generated)

. forvalues x=1/53 {
  2.     egen wage_dem_week`x' = rowtotal(total_hrs_week`x'_1 total_hrs_week`x'
> _2 total_hrs_week`x'_3 total_hrs_week`x'_4 total_hrs_week`x'_5 total_hrs_week
> `x'_6 total_hrs_week`x'_7 total_hrs_week`x'_8 total_hrs_week`x'_9 total_hrs_w
> eek`x'_10 total_hrs_week`x'_11 wage_bill_week`x'_12 wage_bill_week`x'_13), mi
> ssing
  3.     egen comp_dem_week`x' = rowtotal(total_hrs_week`x'_1 total_hrs_week`x'
> _2 total_hrs_week`x'_3 total_hrs_week`x'_4 total_hrs_week`x'_5 total_hrs_week
> `x'_6 total_hrs_week`x'_7 total_hrs_week`x'_8 total_hrs_week`x'_9 total_hrs_w
> eek`x'_10 total_hrs_week`x'_11 comp_bill_week`x'_12 comp_bill_week`x'_13), mi
> ssing
  4. }
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)
(200177 missing values generated)

. forvalues x=1/53 {
  2.     gen wage_week`x' = wage_num_week`x'/wage_dem_week`x'
  3.     gen comp_week`x' = comp_num_week`x'/comp_dem_week`x'
  4. }
(244,060 missing values generated)
(246,299 missing values generated)
(243,830 missing values generated)
(246,094 missing values generated)
(243,426 missing values generated)
(245,709 missing values generated)
(243,519 missing values generated)
(245,799 missing values generated)
(242,976 missing values generated)
(245,261 missing values generated)
(242,653 missing values generated)
(244,952 missing values generated)
(242,447 missing values generated)
(244,749 missing values generated)
(242,283 missing values generated)
(244,600 missing values generated)
(241,886 missing values generated)
(244,219 missing values generated)
(241,501 missing values generated)
(243,851 missing values generated)
(241,386 missing values generated)
(243,735 missing values generated)
(241,208 missing values generated)
(243,573 missing values generated)
(241,190 missing values generated)
(243,560 missing values generated)
(240,475 missing values generated)
(242,876 missing values generated)
(240,571 missing values generated)
(242,971 missing values generated)
(240,159 missing values generated)
(242,576 missing values generated)
(240,297 missing values generated)
(242,725 missing values generated)
(239,571 missing values generated)
(242,012 missing values generated)
(239,634 missing values generated)
(242,096 missing values generated)
(239,294 missing values generated)
(241,771 missing values generated)
(239,239 missing values generated)
(241,728 missing values generated)
(238,381 missing values generated)
(240,890 missing values generated)
(237,101 missing values generated)
(239,643 missing values generated)
(236,717 missing values generated)
(239,271 missing values generated)
(236,007 missing values generated)
(238,568 missing values generated)
(235,710 missing values generated)
(238,285 missing values generated)
(234,744 missing values generated)
(237,350 missing values generated)
(235,000 missing values generated)
(237,613 missing values generated)
(234,653 missing values generated)
(237,286 missing values generated)
(234,866 missing values generated)
(237,492 missing values generated)
(234,337 missing values generated)
(236,987 missing values generated)
(234,775 missing values generated)
(237,420 missing values generated)
(235,314 missing values generated)
(237,938 missing values generated)
(236,114 missing values generated)
(238,726 missing values generated)
(236,755 missing values generated)
(239,364 missing values generated)
(237,015 missing values generated)
(239,627 missing values generated)
(237,547 missing values generated)
(240,127 missing values generated)
(237,336 missing values generated)
(239,909 missing values generated)
(237,414 missing values generated)
(239,976 missing values generated)
(236,727 missing values generated)
(239,298 missing values generated)
(237,026 missing values generated)
(239,585 missing values generated)
(236,859 missing values generated)
(239,409 missing values generated)
(237,567 missing values generated)
(240,107 missing values generated)
(237,961 missing values generated)
(240,485 missing values generated)
(238,595 missing values generated)
(241,108 missing values generated)
(239,303 missing values generated)
(241,805 missing values generated)
(239,904 missing values generated)
(242,384 missing values generated)
(240,597 missing values generated)
(243,060 missing values generated)
(241,136 missing values generated)
(243,586 missing values generated)
(242,261 missing values generated)
(244,683 missing values generated)
(243,044 missing values generated)
(245,452 missing values generated)
(244,534 missing values generated)
(246,917 missing values generated)
(317,339 missing values generated)
(317,816 missing values generated)

. 
. forvalues x=1/53 {
  2.     gen wagerWeek`x'=.z
  3.     gen comprWeek`x'=.z
  4.     gen   occWeek`x'=.z
  5.     gen   indWeek`x'=.z
  6.     * First, rely on the job reported in 'Emp_Status_Week_X_'
.     forvalues y = 1/13 {
  7.         qui replace wagerWeek`x' = Hrly_wage_Job`y'_  if mi(wagerWeek`x') 
> & ~mi(Hrly_wage_Job`y'_) & ~mi(Emp`y'_ID) & Emp_Status_Week_`x'_==Emp`y'_ID
  8.         qui replace comprWeek`x' = Hrly_comp_Job`y'_  if mi(comprWeek`x') 
> & ~mi(Hrly_comp_Job`y'_) & ~mi(Emp`y'_ID) & Emp_Status_Week_`x'_==Emp`y'_ID
  9.         qui replace   occWeek`x' = Job`y'_Occupation  if mi(  occWeek`x') 
> & ~mi(Job`y'_Occupation) & ~mi(Emp`y'_ID) & Emp_Status_Week_`x'_==Emp`y'_ID
 10.         qui replace   indWeek`x' = Job`y'_Industry    if mi(  indWeek`x') 
> & ~mi(Job`y'_Industry  ) & ~mi(Emp`y'_ID) & Emp_Status_Week_`x'_==Emp`y'_ID
 11.     }
 12.     * If there is no valid wage or job in that array, attempt to find any 
.     *  other valid wage from the job_number2X-job_number5X arrays
.     forvalues y = 1/13 {
 13.         qui replace wagerWeek`x' = Hrly_wage_Job`y'_ if mi(wagerWeek`x') &
>  ~mi(Hrly_wage_Job`y'_) & ~mi(Emp`y'_ID) & (Job2ID_Week`x'_==Emp`y'_ID | Job3
> ID_Week`x'_==Emp`y'_ID | Job4ID_Week`x'_==Emp`y'_ID | Job5ID_Week`x'_==Emp`y'
> _ID | Job6ID_Week`x'_==Emp`y'_ID | Job7ID_Week`x'_==Emp`y'_ID | Job8ID_Week`x
> '_==Emp`y'_ID )
 14.         qui replace comprWeek`x' = Hrly_comp_Job`y'_ if mi(comprWeek`x') &
>  ~mi(Hrly_comp_Job`y'_) & ~mi(Emp`y'_ID) & (Job2ID_Week`x'_==Emp`y'_ID | Job3
> ID_Week`x'_==Emp`y'_ID | Job4ID_Week`x'_==Emp`y'_ID | Job5ID_Week`x'_==Emp`y'
> _ID | Job6ID_Week`x'_==Emp`y'_ID | Job7ID_Week`x'_==Emp`y'_ID | Job8ID_Week`x
> '_==Emp`y'_ID )
 15.         qui replace   occWeek`x' = Job`y'_Occupation if mi(  occWeek`x') &
>  ~mi(Job`y'_Occupation) & ~mi(Emp`y'_ID) & (Job2ID_Week`x'_==Emp`y'_ID | Job3
> ID_Week`x'_==Emp`y'_ID | Job4ID_Week`x'_==Emp`y'_ID | Job5ID_Week`x'_==Emp`y'
> _ID | Job6ID_Week`x'_==Emp`y'_ID | Job7ID_Week`x'_==Emp`y'_ID | Job8ID_Week`x
> '_==Emp`y'_ID )
 16.         qui replace   indWeek`x' = Job`y'_Industry   if mi(  indWeek`x') &
>  ~mi(Job`y'_Industry  ) & ~mi(Emp`y'_ID) & (Job2ID_Week`x'_==Emp`y'_ID | Job3
> ID_Week`x'_==Emp`y'_ID | Job4ID_Week`x'_==Emp`y'_ID | Job5ID_Week`x'_==Emp`y'
> _ID | Job6ID_Week`x'_==Emp`y'_ID | Job7ID_Week`x'_==Emp`y'_ID | Job8ID_Week`x
> '_==Emp`y'_ID )
 17.     }
 18. }
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)
(332,408 missing values generated)

. 
. drop wage_bill_week*

. drop comp_bill_week*

. 
. egen mostWeeksEmployed = rowmax(weeks_employed_Job? weeks_employed_Job??)

. 
. /*-----------------------------------------*\
> | Hours per week at various jobs            |
> \*-----------------------------------------*/
. egen total_hours_week           = rowtotal(Hrs_week_Job?_ Hrs_week_Job??_), m
> issing
(200177 missing values generated)

. egen avg_hours_week_across_jobs = rowmean (Hrs_week_Job?_ Hrs_week_Job??_)
(200177 missing values generated)

. 
. /*-----------------------------------------*\
> | Hours per week for each year              |
> \*-----------------------------------------*/
. * main variable is CVC_HOURS_WK_YR_ALL -- total hours worked in the year acro
> ss all jobs
. egen    Hrs_worked_tot           = rowtotal(Hours_week1_ Hours_week2_ Hours_w
> eek3_ Hours_week4_ Hours_week5_ Hours_week6_ Hours_week7_ Hours_week8_ Hours_
> week9_ Hours_week10_ Hours_week11_ Hours_week12_ Hours_week13_ Hours_week14_ 
> Hours_week15_ Hours_week16_ Hours_week17_ Hours_week18_ Hours_week19_ Hours_w
> eek20_ Hours_week21_ Hours_week22_ Hours_week23_ Hours_week24_ Hours_week25_ 
> Hours_week26_ Hours_week27_ Hours_week28_ Hours_week29_ Hours_week30_ Hours_w
> eek31_ Hours_week32_ Hours_week33_ Hours_week34_ Hours_week35_ Hours_week36_ 
> Hours_week37_ Hours_week38_ Hours_week39_ Hours_week40_ Hours_week41_ Hours_w
> eek42_ Hours_week43_ Hours_week44_ Hours_week45_ Hours_week46_ Hours_week47_ 
> Hours_week48_ Hours_week49_ Hours_week50_ Hours_week51_ Hours_week52_ Hours_w
> eek53_)

. qui gen Hrs_worked_tot_prime     = floor(52*(Hrs_worked_tot/potential_LF_week
> s))     if year==2015 & inrange(Interview_date,ym(2015,11),ym(2015,12))

. replace Hrs_worked_tot           = Hrs_worked_tot_prime                      
>         if year==2015 & inrange(Interview_date,ym(2015,11),ym(2015,12))
(2,967 real changes made)

. generat Created_Hours_Worked     = Total_Hours_Worked                        
>                                                                       // this
>  creates an identical variable to the BLS-created annual hours worked for com
> parison purposes
(25,567 missing values generated)

. qui gen Total_Hours_Worked_prime = floor(52*(Total_Hours_Worked/potential_LF_
> weeks)) if year==2015 & inrange(Interview_date,ym(2015,11),ym(2015,12))

. replace Total_Hours_Worked       = Total_Hours_Worked_prime                  
>         if year==2015 & inrange(Interview_date,ym(2015,11),ym(2015,12))
(3,039 real changes made, 82 to missing)

. replace Total_Hours_Worked       = Hrs_worked_tot                            
>         if mi(Total_Hours_Worked) | Total_Hours_Worked==0              // rep
> lace the created annual hours worked with the sum of the reported weekly hour
> s worked if the created one is missing
(25,626 real changes made)

. replace Total_Hours_Worked       = 5000                                      
>         if Total_Hours_Worked>5000 & ~mi(Total_Hours_Worked)
(378 real changes made)

. 
. * Annual Hours from weekly job and hours per week at job, using dual job info
. gen annualHrsWrkCalcCalc = 0

. forvalues Y = 1/13 {
  2.     generat Hrs_week_alt_Job`Y'_ = Hrs_week_Job`Y'_
  3.     replace Hrs_week_alt_Job`Y'_ = 0 if mi(Hrs_week_Job`Y'_)
  4.     replace annualHrsWrkCalcCalc = annualHrsWrkCalcCalc + weeks_employed_J
> ob`Y'*Hrs_week_alt_Job`Y'_
  5. }
(201,428 missing values generated)
(201,428 real changes made)
(111,517 real changes made)
(271,958 missing values generated)
(271,958 real changes made)
(35,318 real changes made)
(310,554 missing values generated)
(310,554 real changes made)
(10,016 real changes made)
(325,091 missing values generated)
(325,091 real changes made)
(2,646 real changes made)
(330,043 missing values generated)
(330,043 real changes made)
(678 real changes made)
(331,636 missing values generated)
(331,636 real changes made)
(205 real changes made)
(332,080 missing values generated)
(332,080 real changes made)
(74 real changes made)
(332,300 missing values generated)
(332,300 real changes made)
(17 real changes made)
(332,376 missing values generated)
(332,376 real changes made)
(2 real changes made)
(332,396 missing values generated)
(332,396 real changes made)
(1 real change made)
(332,407 missing values generated)
(332,407 real changes made)
(0 real changes made)
(332,407 missing values generated)
(332,407 real changes made)
(0 real changes made)
(332,407 missing values generated)
(332,407 real changes made)
(0 real changes made)

. 
. forvalues x = 1/53 {
  2.     egen HrsWrkCalcCalc_week`x' = rowtotal(total_hrs_week`x'_1 total_hrs_w
> eek`x'_2 total_hrs_week`x'_3 total_hrs_week`x'_4 total_hrs_week`x'_5 total_hr
> s_week`x'_6 total_hrs_week`x'_7 total_hrs_week`x'_8 total_hrs_week`x'_9 total
> _hrs_week`x'_10 total_hrs_week`x'_11)
  3. }

. 
. forvalues x = 1/53 {
  2.     generat hours_week_use`x' = max(HrsWrkCalcCalc_week`x',Hours_week`x'_)
>  if ~mi(Hours_week`x'_)
  3.     replace hours_week_use`x' = HrsWrkCalcCalc_week`x'                    
>  if  mi(Hours_week`x'_)
  4.     replace hours_week_use`x' = 160                                       
>  if inrange(hours_week_use`x',160,.)
  5. }
(240,081 missing values generated)
(240,081 real changes made)
(66 real changes made)
(240,389 missing values generated)
(240,389 real changes made)
(61 real changes made)
(240,464 missing values generated)
(240,464 real changes made)
(66 real changes made)
(240,983 missing values generated)
(240,983 real changes made)
(65 real changes made)
(240,761 missing values generated)
(240,761 real changes made)
(66 real changes made)
(240,738 missing values generated)
(240,738 real changes made)
(66 real changes made)
(240,741 missing values generated)
(240,741 real changes made)
(66 real changes made)
(240,782 missing values generated)
(240,782 real changes made)
(66 real changes made)
(240,533 missing values generated)
(240,533 real changes made)
(69 real changes made)
(240,284 missing values generated)
(240,284 real changes made)
(69 real changes made)
(240,290 missing values generated)
(240,290 real changes made)
(70 real changes made)
(240,233 missing values generated)
(240,233 real changes made)
(71 real changes made)
(240,353 missing values generated)
(240,353 real changes made)
(71 real changes made)
(239,740 missing values generated)
(239,740 real changes made)
(70 real changes made)
(239,924 missing values generated)
(239,924 real changes made)
(71 real changes made)
(239,553 missing values generated)
(239,553 real changes made)
(72 real changes made)
(239,745 missing values generated)
(239,745 real changes made)
(71 real changes made)
(239,062 missing values generated)
(239,062 real changes made)
(76 real changes made)
(239,175 missing values generated)
(239,175 real changes made)
(77 real changes made)
(238,860 missing values generated)
(238,860 real changes made)
(77 real changes made)
(238,851 missing values generated)
(238,851 real changes made)
(76 real changes made)
(238,011 missing values generated)
(238,011 real changes made)
(78 real changes made)
(236,619 missing values generated)
(236,619 real changes made)
(81 real changes made)
(236,185 missing values generated)
(236,185 real changes made)
(85 real changes made)
(235,390 missing values generated)
(235,390 real changes made)
(88 real changes made)
(235,075 missing values generated)
(235,075 real changes made)
(90 real changes made)
(234,016 missing values generated)
(234,016 real changes made)
(91 real changes made)
(234,244 missing values generated)
(234,244 real changes made)
(85 real changes made)
(233,889 missing values generated)
(233,889 real changes made)
(88 real changes made)
(234,110 missing values generated)
(234,110 real changes made)
(89 real changes made)
(233,545 missing values generated)
(233,545 real changes made)
(96 real changes made)
(234,004 missing values generated)
(234,004 real changes made)
(86 real changes made)
(234,557 missing values generated)
(234,557 real changes made)
(86 real changes made)
(235,360 missing values generated)
(235,360 real changes made)
(83 real changes made)
(236,012 missing values generated)
(236,012 real changes made)
(78 real changes made)
(236,325 missing values generated)
(236,325 real changes made)
(76 real changes made)
(236,887 missing values generated)
(236,887 real changes made)
(73 real changes made)
(236,631 missing values generated)
(236,631 real changes made)
(74 real changes made)
(236,662 missing values generated)
(236,662 real changes made)
(73 real changes made)
(235,915 missing values generated)
(235,915 real changes made)
(73 real changes made)
(236,148 missing values generated)
(236,148 real changes made)
(76 real changes made)
(235,862 missing values generated)
(235,862 real changes made)
(78 real changes made)
(236,408 missing values generated)
(236,408 real changes made)
(78 real changes made)
(236,567 missing values generated)
(236,567 real changes made)
(79 real changes made)
(236,998 missing values generated)
(236,998 real changes made)
(76 real changes made)
(237,369 missing values generated)
(237,369 real changes made)
(80 real changes made)
(237,626 missing values generated)
(237,626 real changes made)
(78 real changes made)
(237,951 missing values generated)
(237,951 real changes made)
(71 real changes made)
(238,021 missing values generated)
(238,021 real changes made)
(70 real changes made)
(238,754 missing values generated)
(238,754 real changes made)
(69 real changes made)
(239,113 missing values generated)
(239,113 real changes made)
(66 real changes made)
(240,352 missing values generated)
(240,352 real changes made)
(66 real changes made)
(316,604 missing values generated)
(316,604 real changes made)
(13 real changes made)

. 
. generat annualHrsWrkUse = max(annualHrsWrkCalcCalc,Hrs_worked_tot,Created_Hou
> rs_Worked) if ~mi(Created_Hours_Worked)
(25,567 missing values generated)

. replace annualHrsWrkUse = max(annualHrsWrkCalcCalc,Hrs_worked_tot)           
>            if  mi(Created_Hours_Worked)
(25,567 real changes made)

. 
. generat Total_Hours_Worked_Old = Total_Hours_Worked

. replace Total_Hours_Worked     = annualHrsWrkUse
(14,316 real changes made)

. 
. genera Avg_hrs_worked = Total_Hours_Worked/weeks_employed
(205,394 missing values generated)

. recode Avg_hrs_worked (. = 0)
(Avg_hrs_worked: 205394 changes made)

. 
. 
. /*-----------------------------------------*\
> | Get the Primary Activity for each person  |
> \*-----------------------------------------*/
. lab def vlprimact 1 "School Only" 2 "School and PT" 3 "Part-Time Work" 4 "Ful
> l-Time Work" 5 "Military" 6 "Other Act." 7 "Miss Interview"

. 
. /*-------------------------*\
> | Monthly stuff to get:     |
> |                           |
> | school enrollment status  |
> | military participation    |
> | weeks worked              |
> | hours worked              |
> | wage                      |
> | graduation status         |
> \*-------------------------*/
. gen byte num_weeks_Jan = 4

. gen byte num_weeks_Feb = 4

. gen byte num_weeks_Mar = 5

. gen byte num_weeks_Apr = 4

. gen byte num_weeks_May = 5

. gen byte num_weeks_Jun = 4

. gen byte num_weeks_Jul = 5

. gen byte num_weeks_Aug = 4

. gen byte num_weeks_Sep = 4

. gen byte num_weeks_Oct = 5

. gen byte num_weeks_Nov = 4

. gen byte num_weeks_Dec = 4

. replace  num_weeks_Dec = 5 if inlist(year,1994,2000,2005,2011)
(35,936 real changes made)

. 
. egen byte weeks_worked_Aug = rowtotal(Employed_Week_32 Employed_Week_33 Emplo
> yed_Week_34 Employed_Week_35)

. egen hours_worked_Aug      = rowtotal(hours_week_use32 hours_week_use33 hours
> _week_use34 hours_week_use35)

. egen wageAug               = rowmean(wage_week32 wage_week33 wage_week34 wage
> _week35)
(231164 missing values generated)

. egen wageAltAug            = rowmean(wagerWeek32 wagerWeek33 wagerWeek34 wage
> rWeek35)
(230933 missing values generated)

. egen compAug               = rowmean(comp_week32 comp_week33 comp_week34 comp
> _week35)
(233869 missing values generated)

. egen compAltAug            = rowmean(comprWeek32 comprWeek33 comprWeek34 comp
> rWeek35)
(235320 missing values generated)

. egen occAug                = rowfirst(occWeek32 occWeek33 occWeek34 occWeek35
> )
(228744 missing values generated)

. egen indAug                = rowfirst(indWeek32 indWeek33 indWeek34 indWeek35
> )
(240474 missing values generated)

. 
. egen byte weeks_worked_Sep = rowtotal(Employed_Week_36 Employed_Week_37 Emplo
> yed_Week_38 Employed_Week_39)

. egen hours_worked_Sep      = rowtotal(hours_week_use36 hours_week_use37 hours
> _week_use38 hours_week_use39)

. egen wageSep               = rowmean(wage_week36 wage_week37 wage_week38 wage
> _week39)
(233867 missing values generated)

. egen wageAltSep            = rowmean(wagerWeek36 wagerWeek37 wagerWeek38 wage
> rWeek39)
(233667 missing values generated)

. egen compSep               = rowmean(comp_week36 comp_week37 comp_week38 comp
> _week39)
(236526 missing values generated)

. egen compAltSep            = rowmean(comprWeek36 comprWeek37 comprWeek38 comp
> rWeek39)
(238024 missing values generated)

. egen occSep                = rowfirst(occWeek36 occWeek37 occWeek38 occWeek39
> )
(231540 missing values generated)

. egen indSep                = rowfirst(indWeek36 indWeek37 indWeek38 indWeek39
> )
(243344 missing values generated)

. 
. egen byte weeks_worked_Oct = rowtotal(Employed_Week_40 Employed_Week_41 Emplo
> yed_Week_42 Employed_Week_43 Employed_Week_44)

. egen hours_worked_Oct      = rowtotal(hours_week_use40 hours_week_use41 hours
> _week_use42 hours_week_use43 hours_week_use44)

. egen wageOct               = rowmean(wage_week40 wage_week41 wage_week42 wage
> _week43 wage_week44)
(233144 missing values generated)

. egen wageAltOct            = rowmean(wagerWeek40 wagerWeek41 wagerWeek42 wage
> rWeek43 wagerWeek44)
(232959 missing values generated)

. egen compOct               = rowmean(comp_week40 comp_week41 comp_week42 comp
> _week43 comp_week44)
(235759 missing values generated)

. egen compAltOct            = rowmean(comprWeek40 comprWeek41 comprWeek42 comp
> rWeek43 comprWeek44)
(237278 missing values generated)

. egen occOct                = rowfirst(occWeek40 occWeek41 occWeek42 occWeek43
>  occWeek44)
(230816 missing values generated)

. egen indOct                = rowfirst(indWeek40 indWeek41 indWeek42 indWeek43
>  indWeek44)
(242737 missing values generated)

. 
. replace hours_worked_Oct = 500 if inrange(hours_worked_Oct,500,.)
(411 real changes made)

. generat avgHrsOct = hours_worked_Oct/weeks_worked_Oct
(228,925 missing values generated)

. 
. replace occAug = floor(occAug/10)
(332,408 real changes made, 228,744 to missing)

. replace occSep = floor(occSep/10)
(332,408 real changes made, 231,540 to missing)

. replace occOct = floor(occOct/10)
(332,408 real changes made, 230,816 to missing)

. 
. lab def vlocc3d 001 "Chief executives and legislators/public administration" 
> 002 "General and Operations Managers" 003 "Managers in Marketing, Advertising
> , and Public Relations" 010 "Administrative Services Managers" 011 "Computer 
> and Information Systems Managers" 012 "Financial Managers" 013 "Human Resourc
> es Managers" 014 "Industrial Production Managers" 015 "Purchasing Managers" 0
> 16 "Transportation, Storage, and Distribution Managers" 020 "Farmers, Rancher
> s, and Other Agricultural Managers" 022 "Constructions Managers" 023 "Educati
> on Administrators" 030 "Architectural and Engineering Managers" 031 "Food Ser
> vice and Lodging Managers" 032 "Funeral Directors" 033 "Gaming Managers" 035 
> "Medical and Health Services Managers" 036 "Natural Science Managers" 041 "Pr
> operty, Real Estate, and Community Association Managers" 042 "Social and Comm
> unity Service Managers" 043 "Managers, nec (including Postmasters)" 050 "Agen
> ts and Business Managers of Artists, Performers, and Athletes" 051 "Buyers an
> d Purchasing Agents, Farm Products" 052 "Wholesale and Retail Buyers, Except 
> Farm Products" 053 "Purchasing Agents, Except Wholesale, Retail, and Farm Pro
> ducts" 054 "Claims Adjusters, Appraisers, Examiners, and Investigators" 056 "
> Compliance Officers, Except Agriculture" 060 "Cost Estimators" 062 "Human Res
> ources, Training, and Labor Relations Specialists" 070 "Logisticians" 071 "Ma
> nagement Analysts" 072 "Meeting and Convention Planners" 073 "Other Business 
> Operations and Management Specialists" 080 "Accountants and Auditors" 081 "Ap
> praisers and Assessors of Real Estate" 082 "Budget Analysts" 083 "Credit Anal
> ysts" 084 "Financial Analysts" 085 "Personal Financial Advisors" 086 "Insuran
> ce Underwriters" 090 "Financial Examiners" 091 "Credit Counselors and Loan Of
> ficers" 093 "Tax Examiners and Collectors, and Revenue Agents" 094 "Tax Prepa
> rers" 095 "Financial Specialists, nec" 100 "Computer Scientists and Systems A
> nalysts/Network systems Analysts/Web Developers" 101 "Computer Programmers" 1
> 02 "Software Developers, Applications and Systems Software" 105 "Computer Sup
> port Specialists" 106 "Database Administrators" 110 "Network and Computer Sys
> tems Administrators" 120 "Actuaries" 122 "Operations Research Analysts" 123 "
> Statisticians" 124 "Mathematical science occupations, nec" 130 "Architects, E
> xcept Naval" 131 "Surveyors, Cartographers, and Photogrammetrists" 132 "Aeros
> pace Engineers" 135 "Chemical Engineers" 136 "Civil Engineers" 140 "Computer 
> Hardware Engineers" 141 "Electrical and Electronics Engineers" 142 "Environme
> ntal Engineers" 143 "Industrial Engineers, including Health and Safety" 144 "
> Marine Engineers and Naval Architects" 145 "Materials Engineers" 146 "Mechani
> cal Engineers" 152 "Petroleum, mining and geological engineers, including min
> ing safety engineers" 153 "Engineers, nec" 154 "Drafters" 155 "Engineering Te
> chnicians, Except Drafters" 156 "Surveying and Mapping Technicians" 160 "Agri
> cultural and Food Scientists" 161 "Biological Scientists" 164 "Conservation S
> cientists and Foresters" 165 "Medical Scientists, and Life Scientists, All Ot
> her" 170 "Astronomers and Physicists" 171 "Atmospheric and Space Scientists" 
> 172 "Chemists and Materials Scientists" 174 "Environmental Scientists and Geo
> scientists" 176 "Physical Scientists, nec" 180 "Economists and market researc
> hers" 182 "Psychologists" 183 "Urban and Regional Planners" 184 "Social Scien
> tists, nec" 190 "Agricultural and Food Science Technicians" 191 "Biological T
> echnicians" 192 "Chemical Technicians" 193 "Geological and Petroleum Technici
> ans, and Nuclear Technicians" 196 "Life, Physical, and Social Science Technic
> ians, nec" 198 "Professional, Research, or Technical Workers, nec" 200 "Couns
> elors" 201 "Social Workers" 202 "Community and Social Service Specialists, ne
> c" 204 "Clergy" 205 "Directors, Religious Activities and Education" 206 "Reli
> gious Workers, nec" 210 "Lawyers, and judges, magistrates, and other judicial
>  workers" 214 "Paralegals and Legal Assistants" 215 "Legal Support Workers, n
> ec" 220 "Postsecondary Teachers" 230 "Preschool and Kindergarten Teachers" 23
> 1 "Elementary and Middle School Teachers" 232 "Secondary School Teachers" 233
>  "Special Education Teachers" 234 "Other Teachers and Instructors" 240 "Archi
> vists, Curators, and Museum Technicians" 243 "Librarians" 244 "Library Techni
> cians" 254 "Teacher Assistants" 255 "Education, Training, and Library Workers
> , nec" 260 "Artists and Related Workers" 263 "Designers" 270 "Actors, Produce
> rs, and Directors" 272 "Athletes, Coaches, Umpires, and Related Workers" 274 
> "Dancers and Choreographers" 275 "Musicians, Singers, and Related Workers" 27
> 6 "Entertainers and Performers, Sports and Related Workers, All Other" 280 "A
> nnouncers" 281 "Editors, News Analysts, Reporters, and Correspondents" 282 "P
> ublic Relations Specialists" 284 "Technical Writers" 285 "Writers and Authors
> " 286 "Media and Communication Workers, nec" 290 "Broadcast and Sound Enginee
> ring Technicians and Radio Operators, and media and communication equipment w
> orkers, all other" 291 "Photographers" 292 "Television, Video, and Motion Pic
> ture Camera Operators and Editors" 300 "Chiropractors" 301 "Dentists" 303 "Di
> eticians and Nutritionists" 304 "Optometrists" 305 "Pharmacists" 306 "Physici
> ans and Surgeons" 311 "Physician Assistants" 312 "Podiatrists" 313 "Registere
> d Nurses" 314 "Audiologists" 315 "Occupational Therapists" 316 "Physical Ther
> apists" 320 "Radiation Therapists" 321 "Recreational Therapists" 322 "Respira
> tory Therapists" 323 "Speech Language Pathologists" 324 "Therapists, nec" 325
>  "Veterinarians" 326 "Health Diagnosing and Treating Practitioners, nec" 330 
> "Clinical Laboratory Technologists and Technicians" 331 "Dental Hygienists" 3
> 32 "Diagnostic Related Technologists and Technicians" 340 "Emergency Medical 
> Technicians and Paramedics" 341 "Health Diagnosing and Treating Practitioner 
> Support Technicians" 350 "Licensed Practical and Licensed Vocational Nurses" 
> 351 "Medical Records and Health Information Technicians" 352 "Opticians, Disp
> ensing" 353 "Health Technologists and Technicians, nec" 354 "Healthcare Pract
> itioners and Technical Occupations, nec" 360 "Nursing, Psychiatric, and Home 
> Health Aides" 361 "Occupational Therapy Assistants and Aides" 362 "Physical T
> herapist Assistants and Aides" 363 "Massage Therapists" 364 "Dental Assistant
> s" 365 "Medical Assistants and Other Healthcare Support Occupations, nec" 370
>  "First-Line Supervisors of Correctional Officers" 371 "First-Line Supervisor
> s of Police and Detectives" 372 "First-Line Supervisors of Fire Fighting and 
> Prevention Workers" 373 "Supervisors, Protective Service Workers, All Other" 
> 374 "Firefighters" 375 "Fire Inspectors" 380 "Sheriffs, Bailiffs, Correctiona
> l Officers, and Jailers" 382 "Police Officers and Detectives" 390 "Animal Con
> trol" 391 "Private Detectives and Investigators" 393 "Security Guards and Gam
> ing Surveillance Officers" 394 "Crossing Guards" 395 "Law enforcement workers
> , nec" 400 "Chefs and Cooks" 401 "First-Line Supervisors of Food Preparation 
> and Serving Workers" 403 "Food Preparation Workers" 404 "Bartenders" 405 "Com
> bined Food Preparation and Serving Workers, Including Fast Food" 406 "Counter
>  Attendant, Cafeteria, Food Concession, and Coffee Shop" 411 "Waiters and Wai
> tresses" 412 "Food Servers, Nonrestaurant" 413 "Food preparation and serving 
> related workers, nec" 414 "Dishwashers" 415 "Host and Hostesses, Restaurant, 
> Lounge, and Coffee Shop" 420 "First-Line Supervisors of Housekeeping and Jani
> torial Workers" 421 "First-Line Supervisors of Landscaping, Lawn Service, and
>  Groundskeeping Workers" 422 "Janitors and Building Cleaners" 423 "Maids and 
> Housekeeping Cleaners" 424 "Pest Control Workers" 425 "Grounds Maintenance Wo
> rkers" 430 "First-Line Supervisors of Gaming Workers" 432 "First-Line Supervi
> sors of Personal Service Workers" 434 "Animal Trainers" 435 "Nonfarm Animal C
> aretakers" 440 "Gaming Services Workers" 442 "Ushers, Lobby Attendants, and T
> icket Takers" 443 "Entertainment Attendants and Related Workers, nec" 446 "Fu
> neral Service Workers and Embalmers" 450 "Barbers" 451 "Hairdressers, Hairsty
> lists, and Cosmetologists" 452 "Personal Appearance Workers, nec" 453 "Baggag
> e Porters, Bellhops, and Concierges" 454 "Tour and Travel Guides" 460 "Childc
> are Workers" 461 "Personal Care Aides" 462 "Recreation and Fitness Workers" 4
> 64 "Residential Advisors" 465 "Personal Care and Service Workers, All Other" 
> 470 "First-Line Supervisors of Sales Workers" 472 "Cashiers" 474 "Counter and
>  Rental Clerks" 475 "Parts Salespersons" 476 "Retail Salespersons" 480 "Adver
> tising Sales Agents" 481 "Insurance Sales Agents" 482 "Securities, Commoditie
> s, and Financial Services Sales Agents" 483 "Travel Agents" 484 "Sales Repres
> entatives, Services, All Other" 485 "Sales Representatives, Wholesale and Man
> ufacturing" 490 "Models, Demonstrators, and Product Promoters" 492 "Real Esta
> te Brokers and Sales Agents" 493 "Sales Engineers" 494 "Telemarketers" 495 "S
> ales and Related Workers" 500 "First-Line Supervisors of Office and Administr
> ative Support Workers" 501 "Switchboard Operators, Including Answering Servic
> e" 502 "Telephone Operators" 503 "Communications Equipment Operators, All Oth
> er" 510 "Bill and Account Collectors" 511 "Billing and Posting Clerks" 512 "B
> ookkeeping, Accounting, and Auditing Clerks" 513 "Gaming Cage Workers" 514 "P
> ayroll and Timekeeping Clerks" 515 "Procurement Clerks" 516 "Bank Tellers, Fi
> nancial Clerks" 520 "Brokerage Clerks" 522 "Court, Municipal, and License Cle
> rks" 523 "Credit Authorizers, Checkers, and Clerks" 524 "Customer Service Rep
> resentatives" 525 "Eligibility Interviewers, Government Programs" 526 "File C
> lerks" 530 "Hotel, Motel, and Resort Desk Clerks" 531 "Interviewers, Except E
> ligibility and Loan" 532 "Library Assistants, Clerical" 533 "Loan Interviewer
> s and Clerks" 534 "New Account Clerks" 535 "Correspondent clerks and order cl
> erks" 536 "Human Resources Assistants, Except Payroll and Timekeeping" 540 "R
> eceptionists and Information Clerks" 541 "Reservation and Transportation Tick
> et Agents and Travel Clerks" 542 "Information and Record Clerks, All Other" 5
> 50 "Cargo and Freight Agents" 551 "Couriers and Messengers" 552 "Dispatchers"
>  553 "Meter Readers, Utilities" 554 "Postal Service Clerks" 555 "Postal Servi
> ce Mail Carriers" 556 "Postal Service Mail Sorters, Processors, and Processin
> g Machine Operators" 560 "Production, Planning, and Expediting Clerks" 561 "S
> hipping, Receiving, and Traffic Clerks" 562 "Stock Clerks and Order Fillers" 
> 563 "Weighers, Measurers, Checkers, and Samplers, Recordkeeping" 570 "Secreta
> ries and Administrative Assistants" 580 "Computer Operators" 581 "Data Entry 
> Keyers" 582 "Word Processors and Typists" 584 "Insurance Claims and Policy Pr
> ocessing Clerks" 585 "Mail Clerks and Mail Machine Operators, Except Postal S
> ervice" 586 "Office Clerks, General" 590 "Office Machine Operators, Except Co
> mputer" 591 "Proofreaders and Copy Markers" 592 "Statistical Assistants" 594 
> "Office and administrative support workers, nec" 600 "First-Line Supervisors 
> of Farming, Fishing, and Forestry Workers" 601 "Agricultural Inspectors" 604 
> "Graders and Sorters, Agricultural Products" 605 "Agricultural workers, nec" 
> 610 "Fishing and hunting workers" 612 "Forest and Conservation Workers" 613 "
> Logging Workers" 620 "First-Line Supervisors of Construction Trades and Extra
> ction Workers" 621 "Boilermakers" 622 "Brickmasons, Blockmasons, and Stonemas
> ons" 623 "Carpenters" 624 "Carpet, Floor, and Tile Installers and Finishers" 
> 625 "Cement Masons, Concrete Finishers, and Terrazzo Workers" 626 "Constructi
> on Laborers" 630 "Paving, Surfacing, and Tamping Equipment Operators" 632 "Co
> nstruction equipment operators except paving, surfacing, and tamping equipmen
> t operators" 633 "Drywall Installers, Ceiling Tile Installers, and Tapers" 63
> 5 "Electricians" 636 "Glaziers" 640 "Insulation Workers" 642 "Painters, Const
> ruction and Maintenance" 643 "Paperhangers" 644 "Pipelayers, Plumbers, Pipefi
> tters, and Steamfitters" 646 "Plasterers and Stucco Masons" 650 "Reinforcing 
> Iron and Rebar Workers" 651 "Roofers" 652 "Sheet Metal Workers, metal-working
> " 653 "Structural Iron and Steel Workers" 660 "Helpers, Construction Trades" 
> 666 "Construction and Building Inspectors" 670 "Elevator Installers and Repai
> rers" 671 "Fence Erectors" 672 "Hazardous Materials Removal Workers" 673 "Hig
> hway Maintenance Workers" 674 "Rail-Track Laying and Maintenance Equipment Op
> erators" 676 "Construction workers, nec" 680 "Derrick, rotary drill, and serv
> ice unit operators, and roustabouts, oil, gas, and mining" 682 "Earth Driller
> s, Except Oil and Gas" 683 "Explosives Workers, Ordnance Handling Experts, an
> d Blasters" 684 "Mining Machine Operators" 694 "Extraction workers, nec" 700 
> "First-Line Supervisors of Mechanics, Installers, and Repairers" 701 "Compute
> r, Automated Teller, and Office Machine Repairers" 702 "Radio and Telecommuni
> cations Equipment Installers and Repairers" 703 "Avionics Technicians" 704 "E
> lectric Motor, Power Tool, and Related Repairers" 710 "Electrical and electro
> nics repairers, transportation equipment, and industrial and utility" 711 "El
> ectronic Equipment Installers and Repairers, Motor Vehicles" 712 "Electronic 
> Home Entertainment Equipment Installers and Repairers" 713 "Security and Fire
>  Alarm Systems Installers" 714 "Aircraft Mechanics and Service Technicians" 7
> 15 "Automotive Body and Related Repairers" 716 "Automotive Glass Installers a
> nd Repairers" 720 "Automotive Service Technicians and Mechanics" 721 "Bus and
>  Truck Mechanics and Diesel Engine Specialists" 722 "Heavy Vehicle and Mobile
>  Equipment Service Technicians and Mechanics" 724 "Small Engine Mechanics" 72
> 6 "Vehicle and Mobile Equipment Mechanics, Installers, and Repairers, nec" 73
> 0 "Control and Valve Installers and Repairers" 731 "Heating, Air Conditioning
> , and Refrigeration Mechanics and Installers" 732 "Home Appliance Repairers" 
> 733 "Industrial and Refractory Machinery Mechanics" 734 "Maintenance and Repa
> ir Workers, General" 735 "Maintenance Workers, Machinery" 736 "Millwrights" 7
> 41 "Electrical Power-Line Installers and Repairers" 742 "Telecommunications L
> ine Installers and Repairers" 743 "Precision Instrument and Equipment Repaire
> rs" 751 "Coin, Vending, and Amusement Machine Servicers and Repairers" 754 "L
> ocksmiths and Safe Repairers" 755 "Manufactured Building and Mobile Home Inst
> allers" 756 "Riggers" 761 "Helpers--Installation, Maintenance, and Repair Wor
> kers" 763 "Other Installation, Maintenance, and Repair Workers Including Wind
>  Turbine Service Technicians, and Commercial Divers, and Signal and Track Swi
> tch Repairers" 770 "First-Line Supervisors of Production and Operating Worker
> s" 771 "Aircraft Structure, Surfaces, Rigging, and Systems Assemblers" 772 "E
> lectrical, Electronics, and Electromechanical Assemblers" 773 "Engine and Oth
> er Machine Assemblers" 774 "Structural Metal Fabricators and Fitters" 775 "As
> semblers and Fabricators, nec" 780 "Bakers" 781 "Butchers and Other Meat, Pou
> ltry, and Fish Processing Workers" 783 "Food and Tobacco Roasting, Baking, an
> d Drying Machine Operators and Tenders" 784 "Food Batchmakers" 785 "Food Cook
> ing and Processing Machine Operators and Tenders" 790 "Computer Control Progr
> ammers and Operators" 792 "Extruding and Drawing Machine Setters, Operators, 
> and Tenders, Metal and Plastic" 793 "Forging Machine Setters, Operators, and 
> Tenders, Metal and Plastic" 794 "Rolling Machine Setters, Operators, and Tend
> ers, metal and Plastic" 795 "Cutting, Punching, and Press Machine Setters, Op
> erators, and Tenders, Metal and Plastic" 796 "Drilling and Boring Machine Too
> l Setters, Operators, and Tenders, Metal and Plastic" 800 "Grinding, Lapping,
>  Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal a
> nd Plastic" 801 "Lathe and Turning Machine Tool Setters, Operators, and Tende
> rs, Metal and Plastic" 803 "Machinists" 804 "Metal Furnace Operators, Tenders
> , Pourers, and Casters" 806 "Model Makers and Patternmakers, Metal and Plasti
> c" 810 "Molders and Molding Machine Setters, Operators, and Tenders, Metal an
> d Plastic" 813 "Tool and Die Makers" 814 "Welding, Soldering, and Brazing Wor
> kers" 815 "Heat Treating Equipment Setters, Operators, and Tenders, Metal and
>  Plastic" 820 "Plating and Coating Machine Setters, Operators, and Tenders, M
> etal and Plastic" 821 "Tool Grinders, Filers, and Sharpeners" 822 "Metal work
> ers and plastic workers, nec" 823 "Bookbinders, Printing Machine Operators, a
> nd Job Printers" 825 "Prepress Technicians and Workers" 830 "Laundry and Dry-
> Cleaning Workers" 831 "Pressers, Textile, Garment, and Related Materials" 832
>  "Sewing Machine Operators" 833 "Shoe and Leather Workers and Repairers" 834 
> "Shoe Machine Operators and Tenders" 835 "Tailors, Dressmakers, and Sewers" 8
> 40 "Textile bleaching and dyeing, and cutting machine setters, operators, and
>  tenders" 841 "Textile Knitting and Weaving Machine Setters, Operators, and T
> enders" 842 "Textile Winding, Twisting, and Drawing Out Machine Setters, Oper
> ators, and Tenders" 845 "Upholsterers" 846 "Textile, Apparel, and Furnishings
>  workers, nec" 850 "Cabinetmakers and Bench Carpenters" 851 "Furniture Finish
> ers" 853 "Sawing Machine Setters, Operators, and Tenders, Wood" 854 "Woodwork
> ing Machine Setters, Operators, and Tenders, Except Sawing" 855 "Woodworkers 
> including model makers and patternmakers, nec" 860 "Power Plant Operators, Di
> stributors, and Dispatchers" 861 "Stationary Engineers and Boiler Operators" 
> 862 "Water Wastewater Treatment Plant and System Operators" 863 "Plant and Sy
> stem Operators, nec" 864 "Chemical Processing Machine Setters, Operators, and
>  Tenders" 865 "Crushing, Grinding, Polishing, Mixing, and Blending Workers" 8
> 71 "Cutting Workers" 872 "Extruding, Forming, Pressing, and Compacting Machin
> e Setters, Operators, and Tenders" 873 "Furnace, Kiln, Oven, Drier, and Kettl
> e Operators and Tenders" 874 "Inspectors, Testers, Sorters, Samplers, and Wei
> ghers" 875 "Jewelers and Precious Stone and Metal Workers" 876 "Medical, Dent
> al, and Ophthalmic Laboratory Technicians" 880 "Packaging and Filling Machine
>  Operators and Tenders" 881 "Painting Workers and Dyers" 883 "Photographic Pr
> ocess Workers and Processing Machine Operators" 885 "Adhesive Bonding Machine
>  Operators and Tenders" 886 "Cleaning, Washing, and Metal Pickling Equipment 
> Operators and Tenders" 891 "Etchers, Engravers, and Lithographers" 892 "Molde
> rs, Shapers, and Casters, Except Metal and Plastic" 893 "Paper Goods Machine 
> Setters, Operators, and Tenders" 894 "Tire Builders" 895 "Helpers--Production
>  Workers" 896 "Other production workers including semiconductor processors an
> d cooling and freezing equipment operators" 900 "Supervisors of Transportatio
> n and Material Moving Workers" 903 "Aircraft Pilots and Flight Engineers" 904
>  "Air Traffic Controllers and Airfield Operations Specialists" 905 "Flight At
> tendants and Transportation Workers and Attendants" 910 "Bus and Ambulance Dr
> ivers and Attendants" 913 "Driver/Sales Workers and Truck Drivers" 914 "Taxi 
> Drivers and Chauffeurs" 915 "Motor Vehicle Operators, All Other" 920 "Locomot
> ive Engineers and Operators" 923 "Railroad Brake, Signal, and Switch Operator
> s" 924 "Railroad Conductors and Yardmasters" 926 "Subway, Streetcar, and Othe
> r Rail Transportation Workers" 930 "Sailors and marine oilers, and ship engin
> eers" 931 "Ship and Boat Captains and Operators" 935 "Parking Lot Attendants"
>  936 "Automotive and Watercraft Service Attendants" 941 "Transportation Inspe
> ctors" 942 "Transportation workers, nec" 951 "Crane and Tower Operators" 952 
> "Dredge, Excavating, and Loading Machine Operators" 956 "Conveyor operators a
> nd tenders, and hoist and winch operators" 960 "Industrial Truck and Tractor 
> Operators" 961 "Cleaners of Vehicles and Equipment" 962 "Laborers and Freight
> , Stock, and Material Movers, Hand" 963 "Machine Feeders and Offbearers" 964 
> "Packers and Packagers, Hand" 965 "Pumping Station Operators" 972 "Refuse and
>  Recyclable Material Collectors" 975 "Material moving workers, nec" 980 "Mili
> tary Officer Special and Tactical Operations Leaders" 981 "First-Line Enliste
> d Military Supervisors" 982 "Military Enlisted Tactical Operations and Air/We
> apons Specialists and Crew Members" 983 "Military, Rank Not Specified" 992 "U
> nemployed, with No Work Experience in the Last 5 Years or Earlier or Never Wo
> rked" 999 "Unknown"

. lab val occAug vlocc3d

. lab val occSep vlocc3d

. lab val occOct vlocc3d

. 
. * recode occAug (. .a .i .n .d .r .v .z = 0)
. * recode occSep (. .a .i .n .d .r .v .z = 0)
. * recode occOct (. .a .i .n .d .r .v .z = 0)
. 
. /*----------------------------------------------------------*\
> | Merge in blue collar occupation info from CPS              | 
> \*----------------------------------------------------------*/
. preserve

.     tempfile cpsOccs

.     use ${cpsloc}cps_occ_class18_65, clear

.     clonevar whiteCollarAug = white_collar

.     clonevar whiteCollarSep = white_collar

.     clonevar whiteCollarOct = white_collar

.     lab val occ2010_3d .

.     clonevar occAug = occ2010_3d

.     clonevar occSep = occ2010_3d

.     clonevar occOct = occ2010_3d

.     keep occ??? whiteCollar???

.     save `cpsOccs', replace
(note: file /tmp/St439613.000002 not found)
file /tmp/St439613.000002 saved

. restore

. 
. merge m:1 occAug using `cpsOccs', nogen keepusing(whiteCollarAug) keep(match 
> master)

    Result                           # of obs.
    -----------------------------------------
    not matched                       228,754
        from master                   228,754  
        from using                          0  

    matched                           103,654  
    -----------------------------------------

. merge m:1 occSep using `cpsOccs', nogen keepusing(whiteCollarSep) keep(match 
> master)

    Result                           # of obs.
    -----------------------------------------
    not matched                       231,551
        from master                   231,551  
        from using                          0  

    matched                           100,857  
    -----------------------------------------

. merge m:1 occOct using `cpsOccs',       keepusing(whiteCollarOct) keep(match 
> master)

    Result                           # of obs.
    -----------------------------------------
    not matched                       230,828
        from master                   230,828  (_merge==1)
        from using                          0  (_merge==2)

    matched                           101,580  (_merge==3)
    -----------------------------------------

. tab occOct if _merge==1, mi

                                 occOct |      Freq.     Percent        Cum.
----------------------------------------+-----------------------------------
                                    296 |          5        0.00        0.00
                                    689 |          3        0.00        0.00
                                    843 |          2        0.00        0.00
                                    844 |          1        0.00        0.00
                                    890 |          1        0.00        0.01
                                      . |    230,816       99.99      100.00
----------------------------------------+-----------------------------------
                                  Total |    230,828      100.00

. 
. /*----------------------------------------------------------*\
> | Create the choice variable                                 | 
> \*----------------------------------------------------------*/
. capture drop flag1 flag2

. gen flag1 = yofd(dofm(R1interviewDate)) ==1998

. gen flag2 = yofd(dofm(R17interviewDate))==2016

. 
. * Create school, work, military and other dummies
. gen byte workFT   = (weeks_worked_Oct>=4) & inrange(avgHrsOct,35,.)

. gen byte workPT   = (weeks_worked_Oct>=4) & inrange(avgHrsOct,10,34.99)

. gen byte workPTa  = (weeks_worked_Oct>=1) | hours_worked_Oct>=42

. gen byte in_work  = workPT  | workFT

. gen byte in_workA = workPTa | workFT

. gen whiteCollar   = in_work & whiteCollarOct

. 
. * Label variables
. lab var workFT      "WORKED FT"

. lab var workPT      "WORKED PT"

. 
. * Create choice variable
. gen int  choice15 = .
(332,408 missing values generated)

. replace  choice15 = -2  if in_4yr==1 & (DKMajor==1 | missingMajor==1)
(4,485 real changes made)

. replace  choice15 = -1  if in_secondary_school==1
(28,606 real changes made)

. replace  choice15 = 1   if in_2yr==1 & workFT==1
(2,880 real changes made)

. replace  choice15 = 2   if in_2yr==1 & workPT==1
(2,402 real changes made)

. replace  choice15 = 3   if in_2yr==1 & workFT==0 & workPT==0
(2,681 real changes made)

. replace  choice15 = 4   if in_4yr==1 & scienceMajor==1 & workFT==1
(365 real changes made)

. replace  choice15 = 5   if in_4yr==1 & scienceMajor==1 & workPT==1
(718 real changes made)

. replace  choice15 = 6   if in_4yr==1 & scienceMajor==1 & workFT==0 & workPT==
> 0
(1,090 real changes made)

. replace  choice15 = 7   if in_4yr==1 & otherMajor==1   & workFT==1
(1,737 real changes made)

. replace  choice15 = 8   if in_4yr==1 & otherMajor==1   & workPT==1
(3,003 real changes made)

. replace  choice15 = 9   if in_4yr==1 & otherMajor==1   & workFT==0 & workPT==
> 0
(3,739 real changes made)

. replace  choice15 = 10  if workPT==1 & in_2yr==0 & in_4yr==0 & in_secondary_s
> chool==0 & in_grad_school==0
(12,637 real changes made)

. replace  choice15 = 11  if workFT==1 & in_2yr==0 & in_4yr==0 & in_secondary_s
> chool==0 & in_grad_school==0
(57,695 real changes made)

. replace  choice15 = 12  if workFT==0 & workPT==0 & in_2yr==0 & in_4yr==0 & in
> _secondary_school==0 & in_grad_school==0
(208,293 real changes made)

. replace  choice15 = 13  if in_grad_school==1 & workPT==1
(374 real changes made)

. replace  choice15 = 14  if in_grad_school==1 & workFT==1
(1,049 real changes made)

. replace  choice15 = 15  if in_grad_school==1 & workFT==0 & workPT==0
(654 real changes made)

. 
. * Create choice variable with alternative major definition
. gen int  choice15A = .
(332,408 missing values generated)

. replace  choice15A = -2  if in_4yr==1 & (DKMajor==1 | missingMajor==1)
(4,485 real changes made)

. replace  choice15A = -1  if in_secondary_school==1
(28,606 real changes made)

. replace  choice15A = 1   if in_2yr==1 & workFT==1
(2,880 real changes made)

. replace  choice15A = 2   if in_2yr==1 & workPT==1
(2,402 real changes made)

. replace  choice15A = 3   if in_2yr==1 & workFT==0 & workPT==0
(2,681 real changes made)

. replace  choice15A = 4   if in_4yr==1 & scienceMajorA==1 & workFT==1
(359 real changes made)

. replace  choice15A = 5   if in_4yr==1 & scienceMajorA==1 & workPT==1
(710 real changes made)

. replace  choice15A = 6   if in_4yr==1 & scienceMajorA==1 & workFT==0 & workPT
> ==0
(1,101 real changes made)

. replace  choice15A = 7   if in_4yr==1 & otherMajorA==1   & workFT==1
(1,743 real changes made)

. replace  choice15A = 8   if in_4yr==1 & otherMajorA==1   & workPT==1
(3,011 real changes made)

. replace  choice15A = 9   if in_4yr==1 & otherMajorA==1   & workFT==0 & workPT
> ==0
(3,728 real changes made)

. replace  choice15A = 10  if workPT==1 & in_2yr==0 & in_4yr==0 & in_secondary_
> school==0 & in_grad_school==0
(12,637 real changes made)

. replace  choice15A = 11  if workFT==1 & in_2yr==0 & in_4yr==0 & in_secondary_
> school==0 & in_grad_school==0
(57,695 real changes made)

. replace  choice15A = 12  if workFT==0 & workPT==0 & in_2yr==0 & in_4yr==0 & i
> n_secondary_school==0 & in_grad_school==0
(208,293 real changes made)

. replace  choice15A = 13  if in_grad_school==1 & workPT==1
(374 real changes made)

. replace  choice15A = 14  if in_grad_school==1 & workFT==1
(1,049 real changes made)

. replace  choice15A = 15  if in_grad_school==1 & workFT==0 & workPT==0
(654 real changes made)

. 
. * Create choice variable with another alternative major definition
. gen int  choice15B = .
(332,408 missing values generated)

. replace  choice15B = -2  if in_4yr==1 & (DKMajor==1 | missingMajor==1)
(4,485 real changes made)

. replace  choice15B = -1  if in_secondary_school==1
(28,606 real changes made)

. replace  choice15B = 1   if in_2yr==1 & workFT==1
(2,880 real changes made)

. replace  choice15B = 2   if in_2yr==1 & workPT==1
(2,402 real changes made)

. replace  choice15B = 3   if in_2yr==1 & workFT==0 & workPT==0
(2,681 real changes made)

. replace  choice15B = 4   if in_4yr==1 & scienceMajorB==1 & workFT==1
(384 real changes made)

. replace  choice15B = 5   if in_4yr==1 & scienceMajorB==1 & workPT==1
(781 real changes made)

. replace  choice15B = 6   if in_4yr==1 & scienceMajorB==1 & workFT==0 & workPT
> ==0
(1,212 real changes made)

. replace  choice15B = 7   if in_4yr==1 & otherMajorB==1   & workFT==1
(1,718 real changes made)

. replace  choice15B = 8   if in_4yr==1 & otherMajorB==1   & workPT==1
(2,940 real changes made)

. replace  choice15B = 9   if in_4yr==1 & otherMajorB==1   & workFT==0 & workPT
> ==0
(3,617 real changes made)

. replace  choice15B = 10  if workPT==1 & in_2yr==0 & in_4yr==0 & in_secondary_
> school==0 & in_grad_school==0
(12,637 real changes made)

. replace  choice15B = 11  if workFT==1 & in_2yr==0 & in_4yr==0 & in_secondary_
> school==0 & in_grad_school==0
(57,695 real changes made)

. replace  choice15B = 12  if workFT==0 & workPT==0 & in_2yr==0 & in_4yr==0 & i
> n_secondary_school==0 & in_grad_school==0
(208,293 real changes made)

. replace  choice15B = 13  if in_grad_school==1 & workPT==1
(374 real changes made)

. replace  choice15B = 14  if in_grad_school==1 & workFT==1
(1,049 real changes made)

. replace  choice15B = 15  if in_grad_school==1 & workFT==0 & workPT==0
(654 real changes made)

. 
. lab def vl_choice15 -2 "Missing 4-year college major" -1 "Middle or HS" 1  "2
> yr & FT" 2  "2yr & PT" 3  "2yr & No Work"4  "4yr Science & FT" 5  "4yr Scienc
> e & PT" 6  "4yr Science & No Work"7  "4yr Humanities & FT" 8  "4yr Humanities
>  & PT" 9  "4yr Humanities & No Work"10 "Work PT only" 11 "Work FT only" 12 "H
> ome"13 "Grad School & FT" 14 "Grad School & PT" 15 "Grad School & No Work"

. lab var choice15 "Choice"

. lab val choice15  vl_choice15

. lab val choice15A vl_choice15

. lab val choice15B vl_choice15

. 
. tab1 choice15* if inrange(year,1997,2015), mi

-> tabulation of choice15 if inrange(year,1997,2015) 

                      Choice |      Freq.     Percent        Cum.
-----------------------------+-----------------------------------
Missing 4-year college major |      4,485        2.63        2.63
                Middle or HS |     28,606       16.76       19.39
                    2yr & FT |      2,880        1.69       21.07
                    2yr & PT |      2,402        1.41       22.48
               2yr & No Work |      2,681        1.57       24.05
            4yr Science & FT |        365        0.21       24.26
            4yr Science & PT |        718        0.42       24.69
       4yr Science & No Work |      1,090        0.64       25.32
         4yr Humanities & FT |      1,737        1.02       26.34
         4yr Humanities & PT |      3,003        1.76       28.10
    4yr Humanities & No Work |      3,739        2.19       30.29
                Work PT only |     11,857        6.95       37.24
                Work FT only |     57,572       33.73       70.97
                        Home |     47,484       27.82       98.78
            Grad School & FT |        374        0.22       99.00
            Grad School & PT |      1,049        0.61       99.62
       Grad School & No Work |        654        0.38      100.00
-----------------------------+-----------------------------------
                       Total |    170,696      100.00

-> tabulation of choice15A if inrange(year,1997,2015) 

                   choice15A |      Freq.     Percent        Cum.
-----------------------------+-----------------------------------
Missing 4-year college major |      4,485        2.63        2.63
                Middle or HS |     28,606       16.76       19.39
                    2yr & FT |      2,880        1.69       21.07
                    2yr & PT |      2,402        1.41       22.48
               2yr & No Work |      2,681        1.57       24.05
            4yr Science & FT |        359        0.21       24.26
            4yr Science & PT |        710        0.42       24.68
       4yr Science & No Work |      1,101        0.65       25.32
         4yr Humanities & FT |      1,743        1.02       26.34
         4yr Humanities & PT |      3,011        1.76       28.11
    4yr Humanities & No Work |      3,728        2.18       30.29
                Work PT only |     11,857        6.95       37.24
                Work FT only |     57,572       33.73       70.97
                        Home |     47,484       27.82       98.78
            Grad School & FT |        374        0.22       99.00
            Grad School & PT |      1,049        0.61       99.62
       Grad School & No Work |        654        0.38      100.00
-----------------------------+-----------------------------------
                       Total |    170,696      100.00

-> tabulation of choice15B if inrange(year,1997,2015) 

                   choice15B |      Freq.     Percent        Cum.
-----------------------------+-----------------------------------
Missing 4-year college major |      4,485        2.63        2.63
                Middle or HS |     28,606       16.76       19.39
                    2yr & FT |      2,880        1.69       21.07
                    2yr & PT |      2,402        1.41       22.48
               2yr & No Work |      2,681        1.57       24.05
            4yr Science & FT |        384        0.22       24.28
            4yr Science & PT |        781        0.46       24.73
       4yr Science & No Work |      1,212        0.71       25.44
         4yr Humanities & FT |      1,718        1.01       26.45
         4yr Humanities & PT |      2,940        1.72       28.17
    4yr Humanities & No Work |      3,617        2.12       30.29
                Work PT only |     11,857        6.95       37.24
                Work FT only |     57,572       33.73       70.97
                        Home |     47,484       27.82       98.78
            Grad School & FT |        374        0.22       99.00
            Grad School & PT |      1,049        0.61       99.62
       Grad School & No Work |        654        0.38      100.00
-----------------------------+-----------------------------------
                       Total |    170,696      100.00

. tab1 choice15* if inrange(year,1997,2015) & (missingMajor==1 | DKMajor==1), m
> i

-> tabulation of choice15 if inrange(year,1997,2015) & (missingMajor==1 | DKMaj
> or==1) 

                      Choice |      Freq.     Percent        Cum.
-----------------------------+-----------------------------------
Missing 4-year college major |      4,485      100.00      100.00
-----------------------------+-----------------------------------
                       Total |      4,485      100.00

-> tabulation of choice15A if inrange(year,1997,2015) & (missingMajor==1 | DKMa
> jor==1) 

                   choice15A |      Freq.     Percent        Cum.
-----------------------------+-----------------------------------
Missing 4-year college major |      4,485      100.00      100.00
-----------------------------+-----------------------------------
                       Total |      4,485      100.00

-> tabulation of choice15B if inrange(year,1997,2015) & (missingMajor==1 | DKMa
> jor==1) 

                   choice15B |      Freq.     Percent        Cum.
-----------------------------+-----------------------------------
Missing 4-year college major |      4,485      100.00      100.00
-----------------------------+-----------------------------------
                       Total |      4,485      100.00

. 
. gen Choice = choice15

. recode Choice (-1 = 1) (1 2 3 = 2) (-2 4 5 6 7 8 9 = 3) (10 11 13 14 = 4) (12
>  15 = 5)
(Choice: 330006 changes made)

. 
. * Create alternative choice variable
. gen int  choice25 = .
(332,408 missing values generated)

. replace  choice25 = -2  if in_4yr==1 & (DKMajor==1 | missingMajor==1)
(4,485 real changes made)

. replace  choice25 = -1  if in_secondary_school==1
(28,606 real changes made)

. replace  choice25 = 1   if !whiteCollar & in_2yr==1 & workFT==1
(2,514 real changes made)

. replace  choice25 = 2   if  whiteCollar & in_2yr==1 & workFT==1
(366 real changes made)

. replace  choice25 = 3   if !whiteCollar & in_2yr==1 & workPT==1
(2,221 real changes made)

. replace  choice25 = 4   if  whiteCollar & in_2yr==1 & workPT==1
(181 real changes made)

. replace  choice25 = 5   if in_2yr==1 & workFT==0 & workPT==0
(2,681 real changes made)

. replace  choice25 = 6   if !whiteCollar & in_4yr==1 & scienceMajor==1 & workF
> T==1
(270 real changes made)

. replace  choice25 = 7   if  whiteCollar & in_4yr==1 & scienceMajor==1 & workF
> T==1
(95 real changes made)

. replace  choice25 = 8   if !whiteCollar & in_4yr==1 & scienceMajor==1 & workP
> T==1
(585 real changes made)

. replace  choice25 = 9   if  whiteCollar & in_4yr==1 & scienceMajor==1 & workP
> T==1
(133 real changes made)

. replace  choice25 = 10  if in_4yr==1 & scienceMajor==1 & workFT==0 & workPT==
> 0
(1,090 real changes made)

. replace  choice25 = 11  if !whiteCollar & in_4yr==1 & otherMajor==1   & workF
> T==1
(1,348 real changes made)

. replace  choice25 = 12  if  whiteCollar & in_4yr==1 & otherMajor==1   & workF
> T==1
(389 real changes made)

. replace  choice25 = 13  if !whiteCollar & in_4yr==1 & otherMajor==1   & workP
> T==1
(2,579 real changes made)

. replace  choice25 = 14  if  whiteCollar & in_4yr==1 & otherMajor==1   & workP
> T==1
(424 real changes made)

. replace  choice25 = 15  if in_4yr==1 & otherMajor==1   & workFT==0 & workPT==
> 0
(3,739 real changes made)

. replace  choice25 = 16  if !whiteCollar & workPT==1 & in_2yr==0 & in_4yr==0 &
>  in_secondary_school==0 & in_grad_school==0
(11,060 real changes made)

. replace  choice25 = 17  if  whiteCollar & workPT==1 & in_2yr==0 & in_4yr==0 &
>  in_secondary_school==0 & in_grad_school==0
(1,577 real changes made)

. replace  choice25 = 18  if !whiteCollar & workFT==1 & in_2yr==0 & in_4yr==0 &
>  in_secondary_school==0 & in_grad_school==0
(43,935 real changes made)

. replace  choice25 = 19  if  whiteCollar & workFT==1 & in_2yr==0 & in_4yr==0 &
>  in_secondary_school==0 & in_grad_school==0
(13,760 real changes made)

. replace  choice25 = 20  if workFT==0 & workPT==0 & in_2yr==0 & in_4yr==0 & in
> _secondary_school==0 & in_grad_school==0
(208,293 real changes made)

. replace  choice25 = 21  if !whiteCollar & in_grad_school==1 & workFT==1
(235 real changes made)

. replace  choice25 = 22  if  whiteCollar & in_grad_school==1 & workFT==1
(814 real changes made)

. replace  choice25 = 23  if !whiteCollar & in_grad_school==1 & workPT==1
(119 real changes made)

. replace  choice25 = 24  if  whiteCollar & in_grad_school==1 & workPT==1
(255 real changes made)

. replace  choice25 = 25  if in_grad_school==1 & workFT==0 & workPT==0
(654 real changes made)

. 
. lab def vl_choice25 -2 "Missing 4-year college major" -1 "Middle or HS" 1  "2
> yr & FT, blue collar" 2  "2yr & FT, white collar" 3  "2yr & PT, blue collar" 
> 4  "2yr & PT, white collar" 5  "2yr & No Work" 6  "4yr Science & FT, blue col
> lar" 7  "4yr Science & FT, white collar" 8  "4yr Science & PT, blue collar" 9
>   "4yr Science & PT, white collar" 10 "4yr Science & No Work" 11 "4yr Humanit
> ies & FT, blue collar" 12 "4yr Humanities & FT, white collar" 13 "4yr Humanit
> ies & PT, blue collar" 14 "4yr Humanities & PT, white collar" 15 "4yr Humanit
> ies & No Work" 16 "Work PT, blue collar" 17 "Work PT, white collar" 18 "Work 
> FT, blue collar" 19 "Work FT, white collar" 20 "Home" 21 "Grad School & FT, b
> lue collar" 22 "Grad School & FT, white collar" 23 "Grad School & PT, blue co
> llar" 24 "Grad School & PT, white collar" 25 "Grad School & No Work"

. lab var choice25 "Choice" 

. lab val choice25  vl_choice25

. 
. tab choice25, mi

                           Choice |      Freq.     Percent        Cum.
----------------------------------+-----------------------------------
     Missing 4-year college major |      4,485        1.35        1.35
                     Middle or HS |     28,606        8.61        9.95
            2yr & FT, blue collar |      2,514        0.76       10.71
           2yr & FT, white collar |        366        0.11       10.82
            2yr & PT, blue collar |      2,221        0.67       11.49
           2yr & PT, white collar |        181        0.05       11.54
                    2yr & No Work |      2,681        0.81       12.35
    4yr Science & FT, blue collar |        270        0.08       12.43
   4yr Science & FT, white collar |         95        0.03       12.46
    4yr Science & PT, blue collar |        585        0.18       12.64
   4yr Science & PT, white collar |        133        0.04       12.68
            4yr Science & No Work |      1,090        0.33       13.00
 4yr Humanities & FT, blue collar |      1,348        0.41       13.41
4yr Humanities & FT, white collar |        389        0.12       13.53
 4yr Humanities & PT, blue collar |      2,579        0.78       14.30
4yr Humanities & PT, white collar |        424        0.13       14.43
         4yr Humanities & No Work |      3,739        1.12       15.55
             Work PT, blue collar |     11,060        3.33       18.88
            Work PT, white collar |      1,577        0.47       19.36
             Work FT, blue collar |     43,935       13.22       32.57
            Work FT, white collar |     13,760        4.14       36.71
                             Home |    208,293       62.66       99.38
    Grad School & FT, blue collar |        235        0.07       99.45
   Grad School & FT, white collar |        814        0.24       99.69
    Grad School & PT, blue collar |        119        0.04       99.73
   Grad School & PT, white collar |        255        0.08       99.80
            Grad School & No Work |        654        0.20      100.00
----------------------------------+-----------------------------------
                            Total |    332,408      100.00

. 
end of do-file

. 
. sort ID year

. compress
  variable Coll2_GPA_Term13_ was int now byte
  variable Coll2_GPA_Term14_ was int now byte
  variable Coll2_GPA_Term15_ was int now byte
  variable Coll5_GPA_Term6_ was int now byte
  variable Coll5_GPA_Term7_ was int now byte
  variable Coll6_GPA_Term1_ was int now byte
  variable Coll6_GPA_Term2_ was int now byte
  variable Coll6_GPA_Term3_ was int now byte
  variable Coll7_GPA_Term1_ was int now byte
  variable Coll7_GPA_Term2_ was int now byte
  variable Coll8_GPA_Term1_ was int now byte
  variable Coll8_GPA_Term2_ was int now byte
  variable Major1_Coll1_Term5_ was int now byte
  variable Major1_Coll1_Term6_ was int now byte
  variable Major1_Coll1_Term7_ was int now byte
  variable EnrY_Coll8_Term3_ was int now byte
  variable Coll3_Tuition_Term9_ was int now byte
  variable Coll2_OOP_Term8_ was int now byte
  variable Coll1_TotGiftFrFam2_Term5_ was int now byte
  variable Coll1_TotGiftFrFam2_Term9_ was int now byte
  variable Coll4_TotGiftFrFam2_Term1_ was int now byte
  variable Coll1_TotGiftFrFam3_Term1_ was float now int
  variable Coll1_TotLoanFrFam2_Term5_ was int now byte
  variable Coll2_TotLoanFrFam2_Term2_ was int now byte
  variable Coll3_TotLoanFrFam2_Term1_ was int now byte
  variable male was float now byte
  variable female was float now byte
  variable white was float now byte
  variable black was float now byte
  variable hispanic was float now byte
  variable mixed was float now byte
  variable m_Meduc was float now byte
  variable m_Feduc was float now byte
  variable Peduc was float now byte
  variable m_Peduc was float now byte
  variable Parent_college was float now byte
  variable foreignBorn was float now byte
  variable m_afqt was float now byte
  variable m_asvabMath was float now byte
  variable m_asvabMathNotNO was float now byte
  variable m_asvabVerb was float now byte
  variable m_asvabAR was float now byte
  variable m_asvabCS was float now byte
  variable m_asvabMK was float now byte
  variable m_asvabNO was float now byte
  variable m_asvabPC was float now byte
  variable m_asvabWK was float now byte
  variable surveyACTenglishMax was float now byte
  variable surveyACTmathMax was float now byte
  variable surveyACTscienceMax was float now byte
  variable surveyACTreadingMax was float now byte
  variable SATmath_unscaled was float now int
  variable SATverb_unscaled was float now int
  variable m_Grades_HS_best was float now byte
  variable transcriptNumAPs was float now byte
  variable everTookAPart was float now byte
  variable everTookAPbio was float now byte
  variable everTookAPchem was float now byte
  variable everTookAPcompSci was float now byte
  variable everTookAPecon was float now byte
  variable everTookAPeng was float now byte
  variable everTookAPfrench was float now byte
  variable everTookAPgerman was float now byte
  variable everTookAPgov was float now byte
  variable everTookAPhistory was float now byte
  variable everTookAPlatin was float now byte
  variable everTookAPmath was float now byte
  variable everTookAPmusic was float now byte
  variable everTookAPphysics was float now byte
  variable everTookAPpsychology was float now byte
  variable everTookAPspanish was float now byte
  variable surveyNumAPs was float now byte
  variable numAPs was float now byte
  variable breakRulesRegularly was float now byte
  variable reasonTookClassDuringBreak was float now byte
  variable highStandardsWork was float now byte
  variable doMoreThanExpected was float now byte
  variable pctChanceBAby30 was float now byte
  variable true_rel_HH_head was float now byte
  variable liveWithMom14 was float now byte
  variable femaleHeadHH1997 was float now byte
  variable livesWithParents was float now byte
  variable rentParTransfer was float now int
  variable livesWithSpouse was float now byte
  variable didHomeworkInHS was float now byte
  variable didWatchTVInHS was float now byte
  variable born_1980 was float now byte
  variable born_1981 was float now byte
  variable born_1982 was float now byte
  variable born_1983 was float now byte
  variable born_1984 was float now byte
  variable now_1997 was float now int
  variable DOB was float now int
  variable age_now was float now byte
  variable m_famIncAsTeen was float now byte
  variable m_all_famIncs was float now byte
  variable svyRound was float now byte
  variable Interview_date was float now int
  variable R1interviewDate was float now int
  variable R1interviewDay was float now int
  variable R1interviewWeek was float now int
  variable R2interviewDate was float now int
  variable R2interviewDay was float now int
  variable R2interviewWeek was float now int
  variable R3interviewDate was float now int
  variable R3interviewDay was float now int
  variable R3interviewWeek was float now int
  variable R4interviewDate was float now int
  variable R4interviewDay was float now int
  variable R4interviewWeek was float now int
  variable R5interviewDate was float now int
  variable R5interviewDay was float now int
  variable R5interviewWeek was float now int
  variable R6interviewDate was float now int
  variable R6interviewDay was float now int
  variable R6interviewWeek was float now int
  variable R7interviewDate was float now int
  variable R7interviewDay was float now int
  variable R7interviewWeek was float now int
  variable R8interviewDate was float now int
  variable R8interviewDay was float now int
  variable R8interviewWeek was float now int
  variable R9interviewDate was float now int
  variable R9interviewDay was float now int
  variable R9interviewWeek was float now int
  variable R10interviewDate was float now int
  variable R10interviewDay was float now int
  variable R10interviewWeek was float now int
  variable R11interviewDate was float now int
  variable R11interviewDay was float now int
  variable R11interviewWeek was float now int
  variable R12interviewDate was float now int
  variable R12interviewDay was float now int
  variable R12interviewWeek was float now int
  variable R13interviewDate was float now int
  variable R13interviewDay was float now int
  variable R13interviewWeek was float now int
  variable R14interviewDate was float now int
  variable R14interviewDay was float now int
  variable R14interviewWeek was float now int
  variable R15interviewDate was float now int
  variable R15interviewDay was float now int
  variable R15interviewWeek was float now int
  variable R16interviewDate was float now int
  variable R16interviewDay was float now int
  variable R16interviewWeek was float now int
  variable R17interviewDate was float now int
  variable R17interviewDay was float now int
  variable R17interviewWeek was float now int
  variable Interview_day was float now int
  variable Interview_month was float now byte
  variable miss_interview was float now byte
  variable ever_miss_interview was float now byte
  variable age_at_miss_int was float now byte
  variable year_miss_int was float now int
  variable miss_interview_cum was float now byte
  variable miss_interview_length was float now byte
  variable year_first_long_spell was float now int
  variable long_miss_flag was float now byte
  variable year_first_short_spell was float now int
  variable short_miss_flag was float now byte
  variable miss_interview_last_spell was float now byte
  variable not_missing_interview was float now byte
  variable nonmissing_int_year was float now int
  variable max_nonmissing_int_year was float now int
  variable missIntLastSpell was float now byte
  variable last_survey_yearA was float now int
  variable last_survey_year_hastyA was float now int
  variable last_survey_year was float now int
  variable last_survey_year_hasty was float now int
  variable last_int_dayA was float now int
  variable last_int_day was float now int
  variable ever_miss_1_int was float now byte
  variable ever_miss_2_int was float now byte
  variable ever_miss_3_int was float now byte
  variable ever_miss_4_int was float now byte
  variable ever_miss_5_int was float now byte
  variable ever_miss_6_int was float now byte
  variable ever_miss_7_int was float now byte
  variable ever_miss_8_int was float now byte
  variable ever_miss_9_int was float now byte
  variable ever_miss_10_int was float now byte
  variable ever_miss_11_int was float now byte
  variable ever_miss_12_int was float now byte
  variable ever_miss_13_int was float now byte
  variable ever_miss_14_int was float now byte
  variable ever_miss_3plus_int was float now byte
  variable ever_return_after_1_miss_int was float now byte
  variable ever_return_after_2_miss_int was float now byte
  variable ever_return_after_3_miss_int was float now byte
  variable ever_return_after_4_miss_int was float now byte
  variable ever_return_after_5_miss_int was float now byte
  variable ever_return_after_6_miss_int was float now byte
  variable ever_return_after_7_miss_int was float now byte
  variable ever_return_after_8_miss_int was float now byte
  variable ever_return_after_9_miss_int was float now byte
  variable ever_return_after_10_miss_int was float now byte
  variable ever_return_after_11_miss_int was float now byte
  variable ever_return_after_12_miss_int was float now byte
  variable ever_return_after_13_miss_int was float now byte
  variable ever_return_after_14_miss_int was float now byte
  variable ever_return_after_3plus_miss_int was float now byte
  variable Diploma_date was float now int
  variable GED_date was float now int
  variable Diploma_year was float now int
  variable GED_year was float now int
  variable HS_date was float now int
  variable HS_year was float now int
  variable BA_date was float now int
  variable AA_date was float now int
  variable Prof_date was float now int
  variable PhD_date was float now int
  variable MA_date was float now int
  variable Grad_date was float now int
  variable BA_year was float now int
  variable AA_year was float now int
  variable PhD_year was float now int
  variable MA_year was float now int
  variable Prof_year was float now int
  variable Grad_year was float now int
  variable BA_month was float now byte
  variable AA_month was float now byte
  variable GED_month was float now byte
  variable Diploma_month was float now byte
  variable HS_month was float now byte
  variable PhD_month was float now byte
  variable MA_month was float now byte
  variable Prof_month was float now byte
  variable Grad_month was float now byte
  variable in_secondary_school was float now byte
  variable in_2yr was float now byte
  variable in_4yr was float now byte
  variable in_college was float now byte
  variable in_grad_school was float now byte
  variable colexper was float now byte
  variable HS_dropout was float now byte
  variable grad_Graduate was float now byte
  variable grad_4yr was float now byte
  variable grad_2yr was float now byte
  variable grad_Diploma was float now byte
  variable grad_GED was float now byte
  variable grad_HS was float now byte
  variable ever_grad_Graduate was float now byte
  variable ever_grad_4yr was float now byte
  variable ever_grad_2yr was float now byte
  variable ever_grad_Diploma was float now byte
  variable ever_grad_GED was float now byte
  variable ever_grad_HS was float now byte
  variable ever_start_grad was float now byte
  variable ever_start_4yr was float now byte
  variable ever_start_2yr was float now byte
  variable ever_start_college was float now byte
  variable Grade_scale_Coll5_ was float now byte
  variable Grade_scale_Coll6_ was float now byte
  variable Grade_scale_Coll7_ was float now byte
  variable Grade_scale_Coll8_ was float now byte
  variable num_GPA_obs was float now byte
  variable num_Maj_obs was float now byte
  variable num_EnrD_obs was float now byte
  variable Coll1_LetterGrd_Term1_ was float now int
  variable Coll1_LetterGrd_Term2_ was float now int
  variable Coll1_LetterGrd_Term3_ was float now int
  variable Coll1_LetterGrd_Term4_ was float now int
  variable Coll1_LetterGrd_Term5_ was float now int
  variable Coll1_LetterGrd_Term6_ was float now int
  variable Coll1_LetterGrd_Term7_ was float now int
  variable Coll1_LetterGrd_Term8_ was float now int
  variable Coll1_LetterGrd_Term9_ was float now int
  variable Coll1_LetterGrd_Term10_ was float now byte
  variable Coll1_LetterGrd_Term11_ was float now byte
  variable Coll1_LetterGrd_Term12_ was float now byte
  variable Coll1_LetterGrd_Term13_ was float now byte
  variable Coll1_LetterGrd_Term14_ was float now byte
  variable Coll1_LetterGrd_Term15_ was float now byte
  variable Coll1_LetterGrd_Term16_ was float now byte
  variable Coll1_LetterGrd_Term17_ was float now byte
  variable Coll1_LetterGrd_Term18_ was float now byte
  variable Coll1_LetterGrd_Term19_ was float now byte
  variable Coll1_LetterGrd_Term20_ was float now byte
  variable Coll1_LetterGrd_Term21_ was float now byte
  variable Coll1_LetterGrd_Term22_ was float now byte
  variable Coll1_LetterGrd_Term23_ was float now byte
  variable Coll1_LetterGrd_Term24_ was float now byte
  variable Coll1_LetterGrd_Term25_ was float now byte
  variable Coll1_LetterGrd_Term26_ was float now byte
  variable Coll2_LetterGrd_Term1_ was float now int
  variable Coll2_LetterGrd_Term2_ was float now int
  variable Coll2_LetterGrd_Term3_ was float now int
  variable Coll2_LetterGrd_Term4_ was float now int
  variable Coll2_LetterGrd_Term5_ was float now int
  variable Coll2_LetterGrd_Term6_ was float now byte
  variable Coll2_LetterGrd_Term7_ was float now byte
  variable Coll2_LetterGrd_Term8_ was float now byte
  variable Coll2_LetterGrd_Term9_ was float now byte
  variable Coll2_LetterGrd_Term10_ was float now byte
  variable Coll2_LetterGrd_Term11_ was float now byte
  variable Coll2_LetterGrd_Term12_ was float now byte
  variable Coll2_LetterGrd_Term13_ was float now byte
  variable Coll2_LetterGrd_Term14_ was float now byte
  variable Coll2_LetterGrd_Term15_ was float now byte
  variable Coll2_LetterGrd_Term16_ was float now byte
  variable Coll2_LetterGrd_Term17_ was float now byte
  variable Coll2_LetterGrd_Term18_ was float now byte
  variable Coll3_LetterGrd_Term1_ was float now byte
  variable Coll3_LetterGrd_Term2_ was float now byte
  variable Coll3_LetterGrd_Term3_ was float now byte
  variable Coll3_LetterGrd_Term4_ was float now byte
  variable Coll3_LetterGrd_Term5_ was float now byte
  variable Coll3_LetterGrd_Term6_ was float now byte
  variable Coll3_LetterGrd_Term7_ was float now byte
  variable Coll3_LetterGrd_Term8_ was float now byte
  variable Coll3_LetterGrd_Term9_ was float now byte
  variable Coll3_LetterGrd_Term10_ was float now byte
  variable Coll3_LetterGrd_Term11_ was float now byte
  variable Coll3_LetterGrd_Term12_ was float now byte
  variable Coll3_LetterGrd_Term13_ was float now byte
  variable Coll3_LetterGrd_Term14_ was float now byte
  variable Coll3_LetterGrd_Term15_ was float now byte
  variable Coll3_LetterGrd_Term16_ was float now byte
  variable Coll3_LetterGrd_Term17_ was float now byte
  variable Coll4_LetterGrd_Term1_ was float now byte
  variable Coll4_LetterGrd_Term2_ was float now byte
  variable Coll4_LetterGrd_Term3_ was float now byte
  variable Coll4_LetterGrd_Term4_ was float now byte
  variable Coll4_LetterGrd_Term5_ was float now byte
  variable Coll4_LetterGrd_Term6_ was float now byte
  variable Coll4_LetterGrd_Term7_ was float now byte
  variable Coll5_LetterGrd_Term1_ was float now byte
  variable Coll5_LetterGrd_Term2_ was float now byte
  variable Coll5_LetterGrd_Term3_ was float now byte
  variable Coll5_LetterGrd_Term4_ was float now byte
  variable Coll5_LetterGrd_Term5_ was float now byte
  variable Coll5_LetterGrd_Term6_ was float now byte
  variable Coll5_LetterGrd_Term7_ was float now byte
  variable Coll5_LetterGrd_Term8_ was float now byte
  variable Coll6_LetterGrd_Term1_ was float now byte
  variable Coll6_LetterGrd_Term2_ was float now byte
  variable Coll6_LetterGrd_Term3_ was float now byte
  variable Coll7_LetterGrd_Term1_ was float now byte
  variable Coll7_LetterGrd_Term2_ was float now byte
  variable Coll7_LetterGrd_Term3_ was float now byte
  variable Coll8_LetterGrd_Term1_ was float now byte
  variable Coll8_LetterGrd_Term2_ was float now byte
  variable Coll8_LetterGrd_Term3_ was float now byte
  variable recColParTransfer was float now byte
  variable Major was float now int
  variable DKMajor was float now byte
  variable missingMajor was float now byte
  variable scienceMajor was float now byte
  variable otherMajor was float now byte
  variable scienceMajorA was float now byte
  variable otherMajorA was float now byte
  variable scienceMajorB was float now byte
  variable otherMajorB was float now byte
  variable final_majorA was float now int
  variable final_major was float now int
  variable finalSciMajor was float now byte
  variable finalSciMajorA was float now byte
  variable finalSciMajorB was float now byte
  variable nspellsAny was float now byte
  variable coll_spell_length was float now byte
  variable nspells2yr was float now byte
  variable coll_2yr_spell_length was float now byte
  variable nspells4yr was float now byte
  variable coll_4yr_spell_length was float now byte
  variable ever_coll_censor_r was float now byte
  variable CC was float now byte
  variable CC_censored was float now byte
  variable SO_but_grad was float now byte
  variable SO_then_DO was float now byte
  variable SO_censored was float now byte
  variable DO was float now byte
  variable DO_2yr was float now byte
  variable SO_but_grad_2yr_break was float now byte
  variable SO_then_DO_2yr_break was float now byte
  variable CC_DO_SO was float now byte
  variable CC_DO_SO_2yr was float now byte
  variable cum_coll_spell was float now byte
  variable Self_employed_Week1_ was float now byte
  variable Self_employed_Week2_ was float now byte
  variable Self_employed_Week3_ was float now byte
  variable Self_employed_Week4_ was float now byte
  variable Self_employed_Week5_ was float now byte
  variable Self_employed_Week6_ was float now byte
  variable Self_employed_Week7_ was float now byte
  variable Self_employed_Week8_ was float now byte
  variable Self_employed_Week9_ was float now byte
  variable Self_employed_Week10_ was float now byte
  variable Self_employed_Week11_ was float now byte
  variable Self_employed_Week12_ was float now byte
  variable Self_employed_Week13_ was float now byte
  variable Self_employed_Week14_ was float now byte
  variable Self_employed_Week15_ was float now byte
  variable Self_employed_Week16_ was float now byte
  variable Self_employed_Week17_ was float now byte
  variable Self_employed_Week18_ was float now byte
  variable Self_employed_Week19_ was float now byte
  variable Self_employed_Week20_ was float now byte
  variable Self_employed_Week21_ was float now byte
  variable Self_employed_Week22_ was float now byte
  variable Self_employed_Week23_ was float now byte
  variable Self_employed_Week24_ was float now byte
  variable Self_employed_Week25_ was float now byte
  variable Self_employed_Week26_ was float now byte
  variable Self_employed_Week27_ was float now byte
  variable Self_employed_Week28_ was float now byte
  variable Self_employed_Week29_ was float now byte
  variable Self_employed_Week30_ was float now byte
  variable Self_employed_Week31_ was float now byte
  variable Self_employed_Week32_ was float now byte
  variable Self_employed_Week33_ was float now byte
  variable Self_employed_Week34_ was float now byte
  variable Self_employed_Week35_ was float now byte
  variable Self_employed_Week36_ was float now byte
  variable Self_employed_Week37_ was float now byte
  variable Self_employed_Week38_ was float now byte
  variable Self_employed_Week39_ was float now byte
  variable Self_employed_Week40_ was float now byte
  variable Self_employed_Week41_ was float now byte
  variable Self_employed_Week42_ was float now byte
  variable Self_employed_Week43_ was float now byte
  variable Self_employed_Week44_ was float now byte
  variable Self_employed_Week45_ was float now byte
  variable Self_employed_Week46_ was float now byte
  variable Self_employed_Week47_ was float now byte
  variable Self_employed_Week48_ was float now byte
  variable Self_employed_Week49_ was float now byte
  variable Self_employed_Week50_ was float now byte
  variable Self_employed_Week51_ was float now byte
  variable Self_employed_Week52_ was float now byte
  variable Self_employed_Week53_ was float now byte
  variable self_employed_job_main was float now byte
  variable internship_job_main was float now byte
  variable weeks_employed was float now byte
  variable weeks_in_labor_force was float now byte
  variable Weeks_Employed_noID was float now byte
  variable Weeks_Emp_Status_Missing0 was float now byte
  variable Weeks_Emp_Status_MissingDotN was float now byte
  variable Weeks_Emp_Status_MissingDotI was float now byte
  variable Weeks_Emp_Status_MissingDotV was float now byte
  variable Weeks_Emp_Status_MissingDotD was float now byte
  variable Weeks_Emp_Status_MissingDotR was float now byte
  variable Weeks_Emp_Status_MissingDot was float now byte
  variable potential_LF_weeks was float now byte
  variable weeks_employed_prime was float now byte
  variable weeks_in_labor_force_prime was float now byte
  variable Weeks_Employed_noID_prime was float now byte
  variable Hrs_week_Job11_ was float now byte
  variable total_hrs_week1_1 was float now int
  variable total_hrs_week1_2 was float now int
  variable total_hrs_week1_3 was float now int
  variable total_hrs_week1_4 was float now int
  variable total_hrs_week1_5 was float now byte
  variable total_hrs_week1_6 was float now byte
  variable total_hrs_week1_7 was float now byte
  variable total_hrs_week1_8 was float now byte
  variable total_hrs_week1_9 was float now byte
  variable total_hrs_week1_10 was float now byte
  variable total_hrs_week1_11 was float now byte
  variable total_hrs_week1_12 was float now byte
  variable total_hrs_week1_13 was float now byte
  variable total_hrs_week2_1 was float now int
  variable total_hrs_week2_2 was float now int
  variable total_hrs_week2_3 was float now int
  variable total_hrs_week2_4 was float now int
  variable total_hrs_week2_5 was float now byte
  variable total_hrs_week2_6 was float now byte
  variable total_hrs_week2_7 was float now byte
  variable total_hrs_week2_8 was float now byte
  variable total_hrs_week2_9 was float now byte
  variable total_hrs_week2_10 was float now byte
  variable total_hrs_week2_11 was float now byte
  variable total_hrs_week2_12 was float now byte
  variable total_hrs_week2_13 was float now byte
  variable total_hrs_week3_1 was float now int
  variable total_hrs_week3_2 was float now int
  variable total_hrs_week3_3 was float now int
  variable total_hrs_week3_4 was float now int
  variable total_hrs_week3_5 was float now int
  variable total_hrs_week3_6 was float now byte
  variable total_hrs_week3_7 was float now byte
  variable total_hrs_week3_8 was float now byte
  variable total_hrs_week3_9 was float now byte
  variable total_hrs_week3_10 was float now byte
  variable total_hrs_week3_11 was float now byte
  variable total_hrs_week3_12 was float now byte
  variable total_hrs_week3_13 was float now byte
  variable total_hrs_week4_1 was float now int
  variable total_hrs_week4_2 was float now int
  variable total_hrs_week4_3 was float now int
  variable total_hrs_week4_4 was float now int
  variable total_hrs_week4_5 was float now int
  variable total_hrs_week4_6 was float now byte
  variable total_hrs_week4_7 was float now byte
  variable total_hrs_week4_8 was float now byte
  variable total_hrs_week4_9 was float now byte
  variable total_hrs_week4_10 was float now byte
  variable total_hrs_week4_11 was float now byte
  variable total_hrs_week4_12 was float now byte
  variable total_hrs_week4_13 was float now byte
  variable total_hrs_week5_1 was float now int
  variable total_hrs_week5_2 was float now int
  variable total_hrs_week5_3 was float now int
  variable total_hrs_week5_4 was float now int
  variable total_hrs_week5_5 was float now byte
  variable total_hrs_week5_6 was float now byte
  variable total_hrs_week5_7 was float now byte
  variable total_hrs_week5_8 was float now byte
  variable total_hrs_week5_9 was float now byte
  variable total_hrs_week5_10 was float now byte
  variable total_hrs_week5_11 was float now byte
  variable total_hrs_week5_12 was float now byte
  variable total_hrs_week5_13 was float now byte
  variable total_hrs_week6_1 was float now int
  variable total_hrs_week6_2 was float now int
  variable total_hrs_week6_3 was float now int
  variable total_hrs_week6_4 was float now int
  variable total_hrs_week6_5 was float now byte
  variable total_hrs_week6_6 was float now byte
  variable total_hrs_week6_7 was float now byte
  variable total_hrs_week6_8 was float now byte
  variable total_hrs_week6_9 was float now byte
  variable total_hrs_week6_10 was float now byte
  variable total_hrs_week6_11 was float now byte
  variable total_hrs_week6_12 was float now byte
  variable total_hrs_week6_13 was float now byte
  variable total_hrs_week7_1 was float now int
  variable total_hrs_week7_2 was float now int
  variable total_hrs_week7_3 was float now int
  variable total_hrs_week7_4 was float now int
  variable total_hrs_week7_5 was float now byte
  variable total_hrs_week7_6 was float now byte
  variable total_hrs_week7_7 was float now byte
  variable total_hrs_week7_8 was float now byte
  variable total_hrs_week7_9 was float now byte
  variable total_hrs_week7_10 was float now byte
  variable total_hrs_week7_11 was float now byte
  variable total_hrs_week7_12 was float now byte
  variable total_hrs_week7_13 was float now byte
  variable total_hrs_week8_1 was float now int
  variable total_hrs_week8_2 was float now int
  variable total_hrs_week8_3 was float now int
  variable total_hrs_week8_4 was float now int
  variable total_hrs_week8_5 was float now byte
  variable total_hrs_week8_6 was float now byte
  variable total_hrs_week8_7 was float now byte
  variable total_hrs_week8_8 was float now byte
  variable total_hrs_week8_9 was float now byte
  variable total_hrs_week8_10 was float now byte
  variable total_hrs_week8_11 was float now byte
  variable total_hrs_week8_12 was float now byte
  variable total_hrs_week8_13 was float now byte
  variable total_hrs_week9_1 was float now int
  variable total_hrs_week9_2 was float now int
  variable total_hrs_week9_3 was float now int
  variable total_hrs_week9_4 was float now int
  variable total_hrs_week9_5 was float now byte
  variable total_hrs_week9_6 was float now byte
  variable total_hrs_week9_7 was float now byte
  variable total_hrs_week9_8 was float now byte
  variable total_hrs_week9_9 was float now byte
  variable total_hrs_week9_10 was float now byte
  variable total_hrs_week9_11 was float now byte
  variable total_hrs_week9_12 was float now byte
  variable total_hrs_week9_13 was float now byte
  variable total_hrs_week10_1 was float now int
  variable total_hrs_week10_2 was float now int
  variable total_hrs_week10_3 was float now int
  variable total_hrs_week10_4 was float now int
  variable total_hrs_week10_5 was float now byte
  variable total_hrs_week10_6 was float now byte
  variable total_hrs_week10_7 was float now byte
  variable total_hrs_week10_8 was float now byte
  variable total_hrs_week10_9 was float now byte
  variable total_hrs_week10_10 was float now byte
  variable total_hrs_week10_11 was float now byte
  variable total_hrs_week10_12 was float now byte
  variable total_hrs_week10_13 was float now byte
  variable total_hrs_week11_1 was float now int
  variable total_hrs_week11_2 was float now int
  variable total_hrs_week11_3 was float now int
  variable total_hrs_week11_4 was float now int
  variable total_hrs_week11_5 was float now byte
  variable total_hrs_week11_6 was float now byte
  variable total_hrs_week11_7 was float now byte
  variable total_hrs_week11_8 was float now byte
  variable total_hrs_week11_9 was float now byte
  variable total_hrs_week11_10 was float now byte
  variable total_hrs_week11_11 was float now byte
  variable total_hrs_week11_12 was float now byte
  variable total_hrs_week11_13 was float now byte
  variable total_hrs_week12_1 was float now int
  variable total_hrs_week12_2 was float now int
  variable total_hrs_week12_3 was float now int
  variable total_hrs_week12_4 was float now int
  variable total_hrs_week12_5 was float now byte
  variable total_hrs_week12_6 was float now byte
  variable total_hrs_week12_7 was float now byte
  variable total_hrs_week12_8 was float now byte
  variable total_hrs_week12_9 was float now byte
  variable total_hrs_week12_10 was float now byte
  variable total_hrs_week12_11 was float now byte
  variable total_hrs_week12_12 was float now byte
  variable total_hrs_week12_13 was float now byte
  variable total_hrs_week13_1 was float now int
  variable total_hrs_week13_2 was float now int
  variable total_hrs_week13_3 was float now int
  variable total_hrs_week13_4 was float now int
  variable total_hrs_week13_5 was float now byte
  variable total_hrs_week13_6 was float now byte
  variable total_hrs_week13_7 was float now byte
  variable total_hrs_week13_8 was float now byte
  variable total_hrs_week13_9 was float now byte
  variable total_hrs_week13_10 was float now byte
  variable total_hrs_week13_11 was float now byte
  variable total_hrs_week13_12 was float now byte
  variable total_hrs_week13_13 was float now byte
  variable total_hrs_week14_1 was float now int
  variable total_hrs_week14_2 was float now int
  variable total_hrs_week14_3 was float now int
  variable total_hrs_week14_4 was float now int
  variable total_hrs_week14_5 was float now byte
  variable total_hrs_week14_6 was float now byte
  variable total_hrs_week14_7 was float now byte
  variable total_hrs_week14_8 was float now byte
  variable total_hrs_week14_9 was float now byte
  variable total_hrs_week14_10 was float now byte
  variable total_hrs_week14_11 was float now byte
  variable total_hrs_week14_12 was float now byte
  variable total_hrs_week14_13 was float now byte
  variable total_hrs_week15_1 was float now int
  variable total_hrs_week15_2 was float now int
  variable total_hrs_week15_3 was float now int
  variable total_hrs_week15_4 was float now int
  variable total_hrs_week15_5 was float now byte
  variable total_hrs_week15_6 was float now byte
  variable total_hrs_week15_7 was float now byte
  variable total_hrs_week15_8 was float now byte
  variable total_hrs_week15_9 was float now byte
  variable total_hrs_week15_10 was float now byte
  variable total_hrs_week15_11 was float now byte
  variable total_hrs_week15_12 was float now byte
  variable total_hrs_week15_13 was float now byte
  variable total_hrs_week16_1 was float now int
  variable total_hrs_week16_2 was float now int
  variable total_hrs_week16_3 was float now int
  variable total_hrs_week16_4 was float now int
  variable total_hrs_week16_5 was float now byte
  variable total_hrs_week16_6 was float now byte
  variable total_hrs_week16_7 was float now byte
  variable total_hrs_week16_8 was float now byte
  variable total_hrs_week16_9 was float now byte
  variable total_hrs_week16_10 was float now byte
  variable total_hrs_week16_11 was float now byte
  variable total_hrs_week16_12 was float now byte
  variable total_hrs_week16_13 was float now byte
  variable total_hrs_week17_1 was float now int
  variable total_hrs_week17_2 was float now int
  variable total_hrs_week17_3 was float now int
  variable total_hrs_week17_4 was float now int
  variable total_hrs_week17_5 was float now byte
  variable total_hrs_week17_6 was float now byte
  variable total_hrs_week17_7 was float now byte
  variable total_hrs_week17_8 was float now byte
  variable total_hrs_week17_9 was float now byte
  variable total_hrs_week17_10 was float now byte
  variable total_hrs_week17_11 was float now byte
  variable total_hrs_week17_12 was float now byte
  variable total_hrs_week17_13 was float now byte
  variable total_hrs_week18_1 was float now int
  variable total_hrs_week18_2 was float now int
  variable total_hrs_week18_3 was float now int
  variable total_hrs_week18_4 was float now int
  variable total_hrs_week18_5 was float now byte
  variable total_hrs_week18_6 was float now byte
  variable total_hrs_week18_7 was float now byte
  variable total_hrs_week18_8 was float now byte
  variable total_hrs_week18_9 was float now byte
  variable total_hrs_week18_10 was float now byte
  variable total_hrs_week18_11 was float now byte
  variable total_hrs_week18_12 was float now byte
  variable total_hrs_week18_13 was float now byte
  variable total_hrs_week19_1 was float now int
  variable total_hrs_week19_2 was float now int
  variable total_hrs_week19_3 was float now int
  variable total_hrs_week19_4 was float now int
  variable total_hrs_week19_5 was float now byte
  variable total_hrs_week19_6 was float now byte
  variable total_hrs_week19_7 was float now byte
  variable total_hrs_week19_8 was float now byte
  variable total_hrs_week19_9 was float now byte
  variable total_hrs_week19_10 was float now byte
  variable total_hrs_week19_11 was float now byte
  variable total_hrs_week19_12 was float now byte
  variable total_hrs_week19_13 was float now byte
  variable total_hrs_week20_1 was float now int
  variable total_hrs_week20_2 was float now int
  variable total_hrs_week20_3 was float now int
  variable total_hrs_week20_4 was float now int
  variable total_hrs_week20_5 was float now byte
  variable total_hrs_week20_6 was float now byte
  variable total_hrs_week20_7 was float now byte
  variable total_hrs_week20_8 was float now byte
  variable total_hrs_week20_9 was float now byte
  variable total_hrs_week20_10 was float now byte
  variable total_hrs_week20_11 was float now byte
  variable total_hrs_week20_12 was float now byte
  variable total_hrs_week20_13 was float now byte
  variable total_hrs_week21_1 was float now int
  variable total_hrs_week21_2 was float now int
  variable total_hrs_week21_3 was float now int
  variable total_hrs_week21_4 was float now int
  variable total_hrs_week21_5 was float now byte
  variable total_hrs_week21_6 was float now byte
  variable total_hrs_week21_7 was float now byte
  variable total_hrs_week21_8 was float now byte
  variable total_hrs_week21_9 was float now byte
  variable total_hrs_week21_10 was float now byte
  variable total_hrs_week21_11 was float now byte
  variable total_hrs_week21_12 was float now byte
  variable total_hrs_week21_13 was float now byte
  variable total_hrs_week22_1 was float now int
  variable total_hrs_week22_2 was float now int
  variable total_hrs_week22_3 was float now int
  variable total_hrs_week22_4 was float now int
  variable total_hrs_week22_5 was float now byte
  variable total_hrs_week22_6 was float now byte
  variable total_hrs_week22_7 was float now byte
  variable total_hrs_week22_8 was float now byte
  variable total_hrs_week22_9 was float now byte
  variable total_hrs_week22_10 was float now byte
  variable total_hrs_week22_11 was float now byte
  variable total_hrs_week22_12 was float now byte
  variable total_hrs_week22_13 was float now byte
  variable total_hrs_week23_1 was float now int
  variable total_hrs_week23_2 was float now int
  variable total_hrs_week23_3 was float now int
  variable total_hrs_week23_4 was float now int
  variable total_hrs_week23_5 was float now byte
  variable total_hrs_week23_6 was float now byte
  variable total_hrs_week23_7 was float now byte
  variable total_hrs_week23_8 was float now byte
  variable total_hrs_week23_9 was float now byte
  variable total_hrs_week23_10 was float now byte
  variable total_hrs_week23_11 was float now byte
  variable total_hrs_week23_12 was float now byte
  variable total_hrs_week23_13 was float now byte
  variable total_hrs_week24_1 was float now int
  variable total_hrs_week24_2 was float now int
  variable total_hrs_week24_3 was float now int
  variable total_hrs_week24_4 was float now int
  variable total_hrs_week24_5 was float now byte
  variable total_hrs_week24_6 was float now byte
  variable total_hrs_week24_7 was float now byte
  variable total_hrs_week24_8 was float now byte
  variable total_hrs_week24_9 was float now byte
  variable total_hrs_week24_10 was float now byte
  variable total_hrs_week24_11 was float now byte
  variable total_hrs_week24_12 was float now byte
  variable total_hrs_week24_13 was float now byte
  variable total_hrs_week25_1 was float now int
  variable total_hrs_week25_2 was float now int
  variable total_hrs_week25_3 was float now int
  variable total_hrs_week25_4 was float now int
  variable total_hrs_week25_5 was float now byte
  variable total_hrs_week25_6 was float now byte
  variable total_hrs_week25_7 was float now byte
  variable total_hrs_week25_8 was float now byte
  variable total_hrs_week25_9 was float now byte
  variable total_hrs_week25_10 was float now byte
  variable total_hrs_week25_11 was float now byte
  variable total_hrs_week25_12 was float now byte
  variable total_hrs_week25_13 was float now byte
  variable total_hrs_week26_1 was float now int
  variable total_hrs_week26_2 was float now int
  variable total_hrs_week26_3 was float now int
  variable total_hrs_week26_4 was float now int
  variable total_hrs_week26_5 was float now byte
  variable total_hrs_week26_6 was float now byte
  variable total_hrs_week26_7 was float now byte
  variable total_hrs_week26_8 was float now byte
  variable total_hrs_week26_9 was float now byte
  variable total_hrs_week26_10 was float now byte
  variable total_hrs_week26_11 was float now byte
  variable total_hrs_week26_12 was float now byte
  variable total_hrs_week26_13 was float now byte
  variable total_hrs_week27_1 was float now int
  variable total_hrs_week27_2 was float now int
  variable total_hrs_week27_3 was float now int
  variable total_hrs_week27_4 was float now int
  variable total_hrs_week27_5 was float now byte
  variable total_hrs_week27_6 was float now byte
  variable total_hrs_week27_7 was float now byte
  variable total_hrs_week27_8 was float now byte
  variable total_hrs_week27_9 was float now byte
  variable total_hrs_week27_10 was float now byte
  variable total_hrs_week27_11 was float now byte
  variable total_hrs_week27_12 was float now byte
  variable total_hrs_week27_13 was float now byte
  variable total_hrs_week28_1 was float now int
  variable total_hrs_week28_2 was float now int
  variable total_hrs_week28_3 was float now int
  variable total_hrs_week28_4 was float now int
  variable total_hrs_week28_5 was float now byte
  variable total_hrs_week28_6 was float now byte
  variable total_hrs_week28_7 was float now byte
  variable total_hrs_week28_8 was float now byte
  variable total_hrs_week28_9 was float now byte
  variable total_hrs_week28_10 was float now byte
  variable total_hrs_week28_11 was float now byte
  variable total_hrs_week28_12 was float now byte
  variable total_hrs_week28_13 was float now byte
  variable total_hrs_week29_1 was float now int
  variable total_hrs_week29_2 was float now int
  variable total_hrs_week29_3 was float now int
  variable total_hrs_week29_4 was float now int
  variable total_hrs_week29_5 was float now byte
  variable total_hrs_week29_6 was float now byte
  variable total_hrs_week29_7 was float now byte
  variable total_hrs_week29_8 was float now byte
  variable total_hrs_week29_9 was float now byte
  variable total_hrs_week29_10 was float now byte
  variable total_hrs_week29_11 was float now byte
  variable total_hrs_week29_12 was float now byte
  variable total_hrs_week29_13 was float now byte
  variable total_hrs_week30_1 was float now int
  variable total_hrs_week30_2 was float now int
  variable total_hrs_week30_3 was float now int
  variable total_hrs_week30_4 was float now int
  variable total_hrs_week30_5 was float now byte
  variable total_hrs_week30_6 was float now byte
  variable total_hrs_week30_7 was float now byte
  variable total_hrs_week30_8 was float now byte
  variable total_hrs_week30_9 was float now byte
  variable total_hrs_week30_10 was float now byte
  variable total_hrs_week30_11 was float now byte
  variable total_hrs_week30_12 was float now byte
  variable total_hrs_week30_13 was float now byte
  variable total_hrs_week31_1 was float now int
  variable total_hrs_week31_2 was float now int
  variable total_hrs_week31_3 was float now int
  variable total_hrs_week31_4 was float now int
  variable total_hrs_week31_5 was float now byte
  variable total_hrs_week31_6 was float now byte
  variable total_hrs_week31_7 was float now byte
  variable total_hrs_week31_8 was float now byte
  variable total_hrs_week31_9 was float now byte
  variable total_hrs_week31_10 was float now byte
  variable total_hrs_week31_11 was float now byte
  variable total_hrs_week31_12 was float now byte
  variable total_hrs_week31_13 was float now byte
  variable total_hrs_week32_1 was float now int
  variable total_hrs_week32_2 was float now int
  variable total_hrs_week32_3 was float now int
  variable total_hrs_week32_4 was float now int
  variable total_hrs_week32_5 was float now byte
  variable total_hrs_week32_6 was float now byte
  variable total_hrs_week32_7 was float now byte
  variable total_hrs_week32_8 was float now byte
  variable total_hrs_week32_9 was float now byte
  variable total_hrs_week32_10 was float now byte
  variable total_hrs_week32_11 was float now byte
  variable total_hrs_week32_12 was float now byte
  variable total_hrs_week32_13 was float now byte
  variable total_hrs_week33_1 was float now int
  variable total_hrs_week33_2 was float now int
  variable total_hrs_week33_3 was float now byte
  variable total_hrs_week33_4 was float now int
  variable total_hrs_week33_5 was float now byte
  variable total_hrs_week33_6 was float now byte
  variable total_hrs_week33_7 was float now byte
  variable total_hrs_week33_8 was float now byte
  variable total_hrs_week33_9 was float now byte
  variable total_hrs_week33_10 was float now byte
  variable total_hrs_week33_11 was float now byte
  variable total_hrs_week33_12 was float now byte
  variable total_hrs_week33_13 was float now byte
  variable total_hrs_week34_1 was float now int
  variable total_hrs_week34_2 was float now int
  variable total_hrs_week34_3 was float now byte
  variable total_hrs_week34_4 was float now int
  variable total_hrs_week34_5 was float now byte
  variable total_hrs_week34_6 was float now byte
  variable total_hrs_week34_7 was float now byte
  variable total_hrs_week34_8 was float now byte
  variable total_hrs_week34_9 was float now byte
  variable total_hrs_week34_10 was float now byte
  variable total_hrs_week34_11 was float now byte
  variable total_hrs_week34_12 was float now byte
  variable total_hrs_week34_13 was float now byte
  variable total_hrs_week35_1 was float now int
  variable total_hrs_week35_2 was float now int
  variable total_hrs_week35_3 was float now byte
  variable total_hrs_week35_4 was float now int
  variable total_hrs_week35_5 was float now byte
  variable total_hrs_week35_6 was float now byte
  variable total_hrs_week35_7 was float now byte
  variable total_hrs_week35_8 was float now byte
  variable total_hrs_week35_9 was float now byte
  variable total_hrs_week35_10 was float now byte
  variable total_hrs_week35_11 was float now byte
  variable total_hrs_week35_12 was float now byte
  variable total_hrs_week35_13 was float now byte
  variable total_hrs_week36_1 was float now int
  variable total_hrs_week36_2 was float now int
  variable total_hrs_week36_3 was float now byte
  variable total_hrs_week36_4 was float now int
  variable total_hrs_week36_5 was float now byte
  variable total_hrs_week36_6 was float now byte
  variable total_hrs_week36_7 was float now byte
  variable total_hrs_week36_8 was float now byte
  variable total_hrs_week36_9 was float now byte
  variable total_hrs_week36_10 was float now byte
  variable total_hrs_week36_11 was float now byte
  variable total_hrs_week36_12 was float now byte
  variable total_hrs_week36_13 was float now byte
  variable total_hrs_week37_1 was float now int
  variable total_hrs_week37_2 was float now int
  variable total_hrs_week37_3 was float now byte
  variable total_hrs_week37_4 was float now int
  variable total_hrs_week37_5 was float now byte
  variable total_hrs_week37_6 was float now byte
  variable total_hrs_week37_7 was float now byte
  variable total_hrs_week37_8 was float now byte
  variable total_hrs_week37_9 was float now byte
  variable total_hrs_week37_10 was float now byte
  variable total_hrs_week37_11 was float now byte
  variable total_hrs_week37_12 was float now byte
  variable total_hrs_week37_13 was float now byte
  variable total_hrs_week38_1 was float now int
  variable total_hrs_week38_2 was float now int
  variable total_hrs_week38_3 was float now byte
  variable total_hrs_week38_4 was float now byte
  variable total_hrs_week38_5 was float now byte
  variable total_hrs_week38_6 was float now byte
  variable total_hrs_week38_7 was float now byte
  variable total_hrs_week38_8 was float now byte
  variable total_hrs_week38_9 was float now byte
  variable total_hrs_week38_10 was float now byte
  variable total_hrs_week38_11 was float now byte
  variable total_hrs_week38_12 was float now byte
  variable total_hrs_week38_13 was float now byte
  variable total_hrs_week39_1 was float now int
  variable total_hrs_week39_2 was float now int
  variable total_hrs_week39_3 was float now byte
  variable total_hrs_week39_4 was float now byte
  variable total_hrs_week39_5 was float now byte
  variable total_hrs_week39_6 was float now byte
  variable total_hrs_week39_7 was float now byte
  variable total_hrs_week39_8 was float now byte
  variable total_hrs_week39_9 was float now byte
  variable total_hrs_week39_10 was float now byte
  variable total_hrs_week39_11 was float now byte
  variable total_hrs_week39_12 was float now byte
  variable total_hrs_week39_13 was float now byte
  variable total_hrs_week40_1 was float now int
  variable total_hrs_week40_2 was float now int
  variable total_hrs_week40_3 was float now byte
  variable total_hrs_week40_4 was float now byte
  variable total_hrs_week40_5 was float now byte
  variable total_hrs_week40_6 was float now byte
  variable total_hrs_week40_7 was float now byte
  variable total_hrs_week40_8 was float now byte
  variable total_hrs_week40_9 was float now byte
  variable total_hrs_week40_10 was float now byte
  variable total_hrs_week40_11 was float now byte
  variable total_hrs_week40_12 was float now byte
  variable total_hrs_week40_13 was float now byte
  variable total_hrs_week41_1 was float now int
  variable total_hrs_week41_2 was float now int
  variable total_hrs_week41_3 was float now byte
  variable total_hrs_week41_4 was float now byte
  variable total_hrs_week41_5 was float now byte
  variable total_hrs_week41_6 was float now byte
  variable total_hrs_week41_7 was float now byte
  variable total_hrs_week41_8 was float now byte
  variable total_hrs_week41_9 was float now byte
  variable total_hrs_week41_10 was float now byte
  variable total_hrs_week41_11 was float now byte
  variable total_hrs_week41_12 was float now byte
  variable total_hrs_week41_13 was float now byte
  variable total_hrs_week42_1 was float now int
  variable total_hrs_week42_2 was float now int
  variable total_hrs_week42_3 was float now byte
  variable total_hrs_week42_4 was float now byte
  variable total_hrs_week42_5 was float now byte
  variable total_hrs_week42_6 was float now byte
  variable total_hrs_week42_7 was float now byte
  variable total_hrs_week42_8 was float now byte
  variable total_hrs_week42_9 was float now byte
  variable total_hrs_week42_10 was float now byte
  variable total_hrs_week42_11 was float now byte
  variable total_hrs_week42_12 was float now byte
  variable total_hrs_week42_13 was float now byte
  variable total_hrs_week43_1 was float now int
  variable total_hrs_week43_2 was float now int
  variable total_hrs_week43_3 was float now byte
  variable total_hrs_week43_4 was float now byte
  variable total_hrs_week43_5 was float now byte
  variable total_hrs_week43_6 was float now byte
  variable total_hrs_week43_7 was float now byte
  variable total_hrs_week43_8 was float now byte
  variable total_hrs_week43_9 was float now byte
  variable total_hrs_week43_10 was float now byte
  variable total_hrs_week43_11 was float now byte
  variable total_hrs_week43_12 was float now byte
  variable total_hrs_week43_13 was float now byte
  variable total_hrs_week44_1 was float now int
  variable total_hrs_week44_2 was float now int
  variable total_hrs_week44_3 was float now byte
  variable total_hrs_week44_4 was float now byte
  variable total_hrs_week44_5 was float now byte
  variable total_hrs_week44_6 was float now byte
  variable total_hrs_week44_7 was float now byte
  variable total_hrs_week44_8 was float now byte
  variable total_hrs_week44_9 was float now byte
  variable total_hrs_week44_10 was float now byte
  variable total_hrs_week44_11 was float now byte
  variable total_hrs_week44_12 was float now byte
  variable total_hrs_week44_13 was float now byte
  variable total_hrs_week45_1 was float now int
  variable total_hrs_week45_2 was float now int
  variable total_hrs_week45_3 was float now byte
  variable total_hrs_week45_4 was float now byte
  variable total_hrs_week45_5 was float now byte
  variable total_hrs_week45_6 was float now byte
  variable total_hrs_week45_7 was float now byte
  variable total_hrs_week45_8 was float now byte
  variable total_hrs_week45_9 was float now byte
  variable total_hrs_week45_10 was float now byte
  variable total_hrs_week45_11 was float now byte
  variable total_hrs_week45_12 was float now byte
  variable total_hrs_week45_13 was float now byte
  variable total_hrs_week46_1 was float now int
  variable total_hrs_week46_2 was float now int
  variable total_hrs_week46_3 was float now byte
  variable total_hrs_week46_4 was float now byte
  variable total_hrs_week46_5 was float now byte
  variable total_hrs_week46_6 was float now byte
  variable total_hrs_week46_7 was float now byte
  variable total_hrs_week46_8 was float now byte
  variable total_hrs_week46_9 was float now byte
  variable total_hrs_week46_10 was float now byte
  variable total_hrs_week46_11 was float now byte
  variable total_hrs_week46_12 was float now byte
  variable total_hrs_week46_13 was float now byte
  variable total_hrs_week47_1 was float now int
  variable total_hrs_week47_2 was float now int
  variable total_hrs_week47_3 was float now byte
  variable total_hrs_week47_4 was float now byte
  variable total_hrs_week47_5 was float now byte
  variable total_hrs_week47_6 was float now byte
  variable total_hrs_week47_7 was float now byte
  variable total_hrs_week47_8 was float now byte
  variable total_hrs_week47_9 was float now byte
  variable total_hrs_week47_10 was float now byte
  variable total_hrs_week47_11 was float now byte
  variable total_hrs_week47_12 was float now byte
  variable total_hrs_week47_13 was float now byte
  variable total_hrs_week48_1 was float now int
  variable total_hrs_week48_2 was float now int
  variable total_hrs_week48_3 was float now int
  variable total_hrs_week48_4 was float now byte
  variable total_hrs_week48_5 was float now byte
  variable total_hrs_week48_6 was float now byte
  variable total_hrs_week48_7 was float now byte
  variable total_hrs_week48_8 was float now byte
  variable total_hrs_week48_9 was float now byte
  variable total_hrs_week48_10 was float now byte
  variable total_hrs_week48_11 was float now byte
  variable total_hrs_week48_12 was float now byte
  variable total_hrs_week48_13 was float now byte
  variable total_hrs_week49_1 was float now int
  variable total_hrs_week49_2 was float now int
  variable total_hrs_week49_3 was float now int
  variable total_hrs_week49_4 was float now byte
  variable total_hrs_week49_5 was float now byte
  variable total_hrs_week49_6 was float now byte
  variable total_hrs_week49_7 was float now byte
  variable total_hrs_week49_8 was float now byte
  variable total_hrs_week49_9 was float now byte
  variable total_hrs_week49_10 was float now byte
  variable total_hrs_week49_11 was float now byte
  variable total_hrs_week49_12 was float now byte
  variable total_hrs_week49_13 was float now byte
  variable total_hrs_week50_1 was float now int
  variable total_hrs_week50_2 was float now int
  variable total_hrs_week50_3 was float now int
  variable total_hrs_week50_4 was float now byte
  variable total_hrs_week50_5 was float now byte
  variable total_hrs_week50_6 was float now byte
  variable total_hrs_week50_7 was float now byte
  variable total_hrs_week50_8 was float now byte
  variable total_hrs_week50_9 was float now byte
  variable total_hrs_week50_10 was float now byte
  variable total_hrs_week50_11 was float now byte
  variable total_hrs_week50_12 was float now byte
  variable total_hrs_week50_13 was float now byte
  variable total_hrs_week51_1 was float now int
  variable total_hrs_week51_2 was float now int
  variable total_hrs_week51_3 was float now int
  variable total_hrs_week51_4 was float now byte
  variable total_hrs_week51_5 was float now byte
  variable total_hrs_week51_6 was float now byte
  variable total_hrs_week51_7 was float now byte
  variable total_hrs_week51_8 was float now byte
  variable total_hrs_week51_9 was float now byte
  variable total_hrs_week51_10 was float now byte
  variable total_hrs_week51_11 was float now byte
  variable total_hrs_week51_12 was float now byte
  variable total_hrs_week51_13 was float now byte
  variable total_hrs_week52_1 was float now int
  variable total_hrs_week52_2 was float now int
  variable total_hrs_week52_3 was float now int
  variable total_hrs_week52_4 was float now byte
  variable total_hrs_week52_5 was float now byte
  variable total_hrs_week52_6 was float now byte
  variable total_hrs_week52_7 was float now byte
  variable total_hrs_week52_8 was float now byte
  variable total_hrs_week52_9 was float now byte
  variable total_hrs_week52_10 was float now byte
  variable total_hrs_week52_11 was float now byte
  variable total_hrs_week52_12 was float now byte
  variable total_hrs_week52_13 was float now byte
  variable total_hrs_week53_1 was float now int
  variable total_hrs_week53_2 was float now int
  variable total_hrs_week53_3 was float now byte
  variable total_hrs_week53_4 was float now byte
  variable total_hrs_week53_5 was float now byte
  variable total_hrs_week53_6 was float now byte
  variable total_hrs_week53_7 was float now byte
  variable total_hrs_week53_8 was float now byte
  variable total_hrs_week53_9 was float now byte
  variable total_hrs_week53_10 was float now byte
  variable total_hrs_week53_11 was float now byte
  variable total_hrs_week53_12 was float now byte
  variable total_hrs_week53_13 was float now byte
  variable wage_dem_week1 was float now int
  variable comp_dem_week1 was float now int
  variable wage_dem_week2 was float now int
  variable comp_dem_week2 was float now int
  variable wage_dem_week3 was float now int
  variable comp_dem_week3 was float now int
  variable wage_dem_week4 was float now int
  variable comp_dem_week4 was float now int
  variable wage_dem_week5 was float now int
  variable comp_dem_week5 was float now int
  variable wage_dem_week6 was float now int
  variable comp_dem_week6 was float now int
  variable wage_dem_week7 was float now int
  variable comp_dem_week7 was float now int
  variable wage_dem_week8 was float now int
  variable comp_dem_week8 was float now int
  variable wage_dem_week9 was float now int
  variable comp_dem_week9 was float now int
  variable wage_dem_week10 was float now int
  variable comp_dem_week10 was float now int
  variable wage_dem_week11 was float now int
  variable comp_dem_week11 was float now int
  variable wage_dem_week12 was float now int
  variable comp_dem_week12 was float now int
  variable wage_dem_week13 was float now int
  variable comp_dem_week13 was float now int
  variable wage_dem_week14 was float now int
  variable comp_dem_week14 was float now int
  variable wage_dem_week15 was float now int
  variable comp_dem_week15 was float now int
  variable wage_dem_week16 was float now int
  variable comp_dem_week16 was float now int
  variable wage_dem_week17 was float now int
  variable comp_dem_week17 was float now int
  variable wage_dem_week18 was float now int
  variable comp_dem_week18 was float now int
  variable wage_dem_week19 was float now int
  variable comp_dem_week19 was float now int
  variable wage_dem_week20 was float now int
  variable comp_dem_week20 was float now int
  variable wage_dem_week21 was float now int
  variable comp_dem_week21 was float now int
  variable wage_dem_week22 was float now int
  variable comp_dem_week22 was float now int
  variable wage_dem_week23 was float now int
  variable comp_dem_week23 was float now int
  variable wage_dem_week24 was float now int
  variable comp_dem_week24 was float now int
  variable wage_dem_week25 was float now int
  variable comp_dem_week25 was float now int
  variable wage_dem_week26 was float now int
  variable comp_dem_week26 was float now int
  variable wage_dem_week27 was float now int
  variable comp_dem_week27 was float now int
  variable wage_dem_week28 was float now int
  variable comp_dem_week28 was float now int
  variable wage_dem_week29 was float now int
  variable comp_dem_week29 was float now int
  variable wage_dem_week30 was float now int
  variable comp_dem_week30 was float now int
  variable wage_dem_week31 was float now int
  variable comp_dem_week31 was float now int
  variable wage_dem_week32 was float now int
  variable comp_dem_week32 was float now int
  variable wage_dem_week33 was float now int
  variable comp_dem_week33 was float now int
  variable wage_dem_week34 was float now int
  variable comp_dem_week34 was float now int
  variable wage_dem_week35 was float now int
  variable comp_dem_week35 was float now int
  variable wage_dem_week36 was float now int
  variable comp_dem_week36 was float now int
  variable wage_dem_week37 was float now int
  variable comp_dem_week37 was float now int
  variable wage_dem_week38 was float now int
  variable comp_dem_week38 was float now int
  variable wage_dem_week39 was float now int
  variable comp_dem_week39 was float now int
  variable wage_dem_week40 was float now int
  variable comp_dem_week40 was float now int
  variable wage_dem_week41 was float now int
  variable comp_dem_week41 was float now int
  variable wage_dem_week42 was float now int
  variable comp_dem_week42 was float now int
  variable wage_dem_week43 was float now int
  variable comp_dem_week43 was float now int
  variable wage_dem_week44 was float now int
  variable comp_dem_week44 was float now int
  variable wage_dem_week45 was float now int
  variable comp_dem_week45 was float now int
  variable wage_dem_week46 was float now int
  variable comp_dem_week46 was float now int
  variable wage_dem_week47 was float now int
  variable comp_dem_week47 was float now int
  variable wage_dem_week48 was float now int
  variable comp_dem_week48 was float now int
  variable wage_dem_week49 was float now int
  variable comp_dem_week49 was float now int
  variable wage_dem_week50 was float now int
  variable comp_dem_week50 was float now int
  variable wage_dem_week51 was float now int
  variable comp_dem_week51 was float now int
  variable wage_dem_week52 was float now int
  variable comp_dem_week52 was float now int
  variable wage_dem_week53 was float now int
  variable comp_dem_week53 was float now int
  variable occWeek1 was float now int
  variable indWeek1 was float now int
  variable occWeek2 was float now int
  variable indWeek2 was float now int
  variable occWeek3 was float now int
  variable indWeek3 was float now int
  variable occWeek4 was float now int
  variable indWeek4 was float now int
  variable occWeek5 was float now int
  variable indWeek5 was float now int
  variable occWeek6 was float now int
  variable indWeek6 was float now int
  variable occWeek7 was float now int
  variable indWeek7 was float now int
  variable occWeek8 was float now int
  variable indWeek8 was float now int
  variable occWeek9 was float now int
  variable indWeek9 was float now int
  variable occWeek10 was float now int
  variable indWeek10 was float now int
  variable occWeek11 was float now int
  variable indWeek11 was float now int
  variable occWeek12 was float now int
  variable indWeek12 was float now int
  variable occWeek13 was float now int
  variable indWeek13 was float now int
  variable occWeek14 was float now int
  variable indWeek14 was float now int
  variable occWeek15 was float now int
  variable indWeek15 was float now int
  variable occWeek16 was float now int
  variable indWeek16 was float now int
  variable occWeek17 was float now int
  variable indWeek17 was float now int
  variable occWeek18 was float now int
  variable indWeek18 was float now int
  variable occWeek19 was float now int
  variable indWeek19 was float now int
  variable occWeek20 was float now int
  variable indWeek20 was float now int
  variable occWeek21 was float now int
  variable indWeek21 was float now int
  variable occWeek22 was float now int
  variable indWeek22 was float now int
  variable occWeek23 was float now int
  variable indWeek23 was float now int
  variable occWeek24 was float now int
  variable indWeek24 was float now int
  variable occWeek25 was float now int
  variable indWeek25 was float now int
  variable occWeek26 was float now int
  variable indWeek26 was float now int
  variable occWeek27 was float now int
  variable indWeek27 was float now int
  variable occWeek28 was float now int
  variable indWeek28 was float now int
  variable occWeek29 was float now int
  variable indWeek29 was float now int
  variable occWeek30 was float now int
  variable indWeek30 was float now int
  variable occWeek31 was float now int
  variable indWeek31 was float now int
  variable occWeek32 was float now int
  variable indWeek32 was float now int
  variable occWeek33 was float now int
  variable indWeek33 was float now int
  variable occWeek34 was float now int
  variable indWeek34 was float now int
  variable occWeek35 was float now int
  variable indWeek35 was float now int
  variable occWeek36 was float now int
  variable indWeek36 was float now int
  variable occWeek37 was float now int
  variable indWeek37 was float now int
  variable occWeek38 was float now int
  variable indWeek38 was float now int
  variable occWeek39 was float now int
  variable indWeek39 was float now int
  variable occWeek40 was float now int
  variable indWeek40 was float now int
  variable occWeek41 was float now int
  variable indWeek41 was float now int
  variable occWeek42 was float now int
  variable indWeek42 was float now int
  variable occWeek43 was float now int
  variable indWeek43 was float now int
  variable occWeek44 was float now int
  variable indWeek44 was float now int
  variable occWeek45 was float now int
  variable indWeek45 was float now int
  variable occWeek46 was float now int
  variable indWeek46 was float now int
  variable occWeek47 was float now int
  variable indWeek47 was float now int
  variable occWeek48 was float now int
  variable indWeek48 was float now int
  variable occWeek49 was float now int
  variable indWeek49 was float now int
  variable occWeek50 was float now int
  variable indWeek50 was float now int
  variable occWeek51 was float now int
  variable indWeek51 was float now int
  variable occWeek52 was float now int
  variable indWeek52 was float now int
  variable occWeek53 was float now int
  variable indWeek53 was float now int
  variable mostWeeksEmployed was float now byte
  variable total_hours_week was float now int
  variable Hrs_worked_tot was float now int
  variable Hrs_worked_tot_prime was float now int
  variable Created_Hours_Worked was float now int
  variable Total_Hours_Worked_prime was float now int
  variable annualHrsWrkCalcCalc was float now int
  variable Hrs_week_alt_Job1_ was float now int
  variable Hrs_week_alt_Job2_ was float now int
  variable Hrs_week_alt_Job3_ was float now int
  variable Hrs_week_alt_Job4_ was float now int
  variable Hrs_week_alt_Job5_ was float now int
  variable Hrs_week_alt_Job6_ was float now byte
  variable Hrs_week_alt_Job7_ was float now byte
  variable Hrs_week_alt_Job8_ was float now byte
  variable Hrs_week_alt_Job9_ was float now byte
  variable Hrs_week_alt_Job10_ was float now byte
  variable Hrs_week_alt_Job11_ was float now byte
  variable Hrs_week_alt_Job12_ was float now byte
  variable Hrs_week_alt_Job13_ was float now byte
  variable HrsWrkCalcCalc_week1 was float now int
  variable HrsWrkCalcCalc_week2 was float now int
  variable HrsWrkCalcCalc_week3 was float now int
  variable HrsWrkCalcCalc_week4 was float now int
  variable HrsWrkCalcCalc_week5 was float now int
  variable HrsWrkCalcCalc_week6 was float now int
  variable HrsWrkCalcCalc_week7 was float now int
  variable HrsWrkCalcCalc_week8 was float now int
  variable HrsWrkCalcCalc_week9 was float now int
  variable HrsWrkCalcCalc_week10 was float now int
  variable HrsWrkCalcCalc_week11 was float now int
  variable HrsWrkCalcCalc_week12 was float now int
  variable HrsWrkCalcCalc_week13 was float now int
  variable HrsWrkCalcCalc_week14 was float now int
  variable HrsWrkCalcCalc_week15 was float now int
  variable HrsWrkCalcCalc_week16 was float now int
  variable HrsWrkCalcCalc_week17 was float now int
  variable HrsWrkCalcCalc_week18 was float now int
  variable HrsWrkCalcCalc_week19 was float now int
  variable HrsWrkCalcCalc_week20 was float now int
  variable HrsWrkCalcCalc_week21 was float now int
  variable HrsWrkCalcCalc_week22 was float now int
  variable HrsWrkCalcCalc_week23 was float now int
  variable HrsWrkCalcCalc_week24 was float now int
  variable HrsWrkCalcCalc_week25 was float now int
  variable HrsWrkCalcCalc_week26 was float now int
  variable HrsWrkCalcCalc_week27 was float now int
  variable HrsWrkCalcCalc_week28 was float now int
  variable HrsWrkCalcCalc_week29 was float now int
  variable HrsWrkCalcCalc_week30 was float now int
  variable HrsWrkCalcCalc_week31 was float now int
  variable HrsWrkCalcCalc_week32 was float now int
  variable HrsWrkCalcCalc_week33 was float now int
  variable HrsWrkCalcCalc_week34 was float now int
  variable HrsWrkCalcCalc_week35 was float now int
  variable HrsWrkCalcCalc_week36 was float now int
  variable HrsWrkCalcCalc_week37 was float now int
  variable HrsWrkCalcCalc_week38 was float now int
  variable HrsWrkCalcCalc_week39 was float now int
  variable HrsWrkCalcCalc_week40 was float now int
  variable HrsWrkCalcCalc_week41 was float now int
  variable HrsWrkCalcCalc_week42 was float now int
  variable HrsWrkCalcCalc_week43 was float now int
  variable HrsWrkCalcCalc_week44 was float now int
  variable HrsWrkCalcCalc_week45 was float now int
  variable HrsWrkCalcCalc_week46 was float now int
  variable HrsWrkCalcCalc_week47 was float now int
  variable HrsWrkCalcCalc_week48 was float now int
  variable HrsWrkCalcCalc_week49 was float now int
  variable HrsWrkCalcCalc_week50 was float now int
  variable HrsWrkCalcCalc_week51 was float now int
  variable HrsWrkCalcCalc_week52 was float now int
  variable HrsWrkCalcCalc_week53 was float now int
  variable hours_week_use1 was float now int
  variable hours_week_use2 was float now int
  variable hours_week_use3 was float now int
  variable hours_week_use4 was float now int
  variable hours_week_use5 was float now int
  variable hours_week_use6 was float now int
  variable hours_week_use7 was float now int
  variable hours_week_use8 was float now int
  variable hours_week_use9 was float now int
  variable hours_week_use10 was float now int
  variable hours_week_use11 was float now int
  variable hours_week_use12 was float now int
  variable hours_week_use13 was float now int
  variable hours_week_use14 was float now int
  variable hours_week_use15 was float now int
  variable hours_week_use16 was float now int
  variable hours_week_use17 was float now int
  variable hours_week_use18 was float now int
  variable hours_week_use19 was float now int
  variable hours_week_use20 was float now int
  variable hours_week_use21 was float now int
  variable hours_week_use22 was float now int
  variable hours_week_use23 was float now int
  variable hours_week_use24 was float now int
  variable hours_week_use25 was float now int
  variable hours_week_use26 was float now int
  variable hours_week_use27 was float now int
  variable hours_week_use28 was float now int
  variable hours_week_use29 was float now int
  variable hours_week_use30 was float now int
  variable hours_week_use31 was float now int
  variable hours_week_use32 was float now int
  variable hours_week_use33 was float now int
  variable hours_week_use34 was float now int
  variable hours_week_use35 was float now int
  variable hours_week_use36 was float now int
  variable hours_week_use37 was float now int
  variable hours_week_use38 was float now int
  variable hours_week_use39 was float now int
  variable hours_week_use40 was float now int
  variable hours_week_use41 was float now int
  variable hours_week_use42 was float now int
  variable hours_week_use43 was float now int
  variable hours_week_use44 was float now int
  variable hours_week_use45 was float now int
  variable hours_week_use46 was float now int
  variable hours_week_use47 was float now int
  variable hours_week_use48 was float now int
  variable hours_week_use49 was float now int
  variable hours_week_use50 was float now int
  variable hours_week_use51 was float now int
  variable hours_week_use52 was float now int
  variable hours_week_use53 was float now int
  variable annualHrsWrkUse was float now int
  variable Total_Hours_Worked_Old was float now int
  variable hours_worked_Aug was float now int
  variable occAug was float now int
  variable indAug was float now int
  variable hours_worked_Sep was float now int
  variable occSep was float now int
  variable indSep was float now int
  variable hours_worked_Oct was float now int
  variable occOct was float now int
  variable indOct was float now int
  variable whiteCollarAug was float now byte
  variable whiteCollarSep was float now byte
  variable whiteCollarOct was float now byte
  variable flag1 was float now byte
  variable flag2 was float now byte
  variable whiteCollar was float now byte
  variable choice15 was int now byte
  variable choice15A was int now byte
  variable choice15B was int now byte
  variable Choice was float now byte
  variable choice25 was int now byte
  (1,265,809,664 bytes saved)

. save ${rawloc}y97_master.dta, replace
file ../../../data/nlsy97/raw/y97_master.dta saved

. 
. log close
      name:  <unnamed>
       log:  /hpc/group/econ/tmr17/Dropout-R1/src/data-cleaning/nlsy97/y97_crea
> te_master.log
  log type:  text
 closed on:  29 Dec 2022, 11:16:50
-------------------------------------------------------------------------------
